{"as_of":"2026-08-14T01:54:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:bdfc5c968327372408d371a48c76ae32214919cbb7a917f7018760e486ce6f5d","coverage":[{"denominator":90,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":90,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T17:22:48.208938Z","state":"measured"},{"denominator":90,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":90,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-13T06:32:02.005865+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2501.12330/citation-record","integrity":"/paper/2501.12330/integrity","json":"/paper/2501.12330/citation-record.json","paper":"/paper/2501.12330"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.911762Z","title":"Coding theorems for a discrete source with a fidelity criterion,","venue":null,"work_id":null,"year":1959},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.911762Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:4de43557d17199de3c49bcd02adf7eadabfbcfcb09eee59d93ead00c8b13c41d","observation_id":"05406b26-9b9f-4fe3-b6af-1cd71b63f486","resolution":{"observed_at":"2026-08-10T17:22:47.911762Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.916055Z","title":"Variational image compression with a scale hyperprior,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.916055Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:e384ca6b9704e89372880f5e72fbe4fc88e65c927797c12b6f53a6ac19b14151","observation_id":"500aab0a-837a-43ef-bb61-28ef24d1d991","resolution":{"observed_at":"2026-08-10T17:22:47.916055Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.920073Z","title":"Auto-encoding variational bayes,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.920073Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:2f8f129c8c74a1ea9bbe7ca8ae1c6d0f99d69eca2a8c1b726d234eb08b75bca4","observation_id":"51c594ea-e58d-4b29-aa45-7bdec6836c83","resolution":{"observed_at":"2026-08-10T17:22:47.920073Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.923366Z","title":"Towards empirical sandwich bounds on the rate-distortion function,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.923366Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:e878398a78717b7bb1810899cf1150aee7c5b8c38c5fbd5f225b9190f8d175f5","observation_id":"d7aac7c5-f330-45ce-bc7f-9d66bbe59b44","resolution":{"observed_at":"2026-08-10T17:22:47.923366Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.926985Z","title":"An improved upper bound on the rate-distortion function of images,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.926985Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:808348e909ff2c1da3dadd9128ad29c8955cec6143ad7eb83712132ae33528c2","observation_id":"02acbe44-3468-48ad-b2ce-7d7a44e6a36a","resolution":{"observed_at":"2026-08-10T17:22:47.926985Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.930817Z","title":null,"venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.930817Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:8587408930cb4c1c4a7e98a1a5a295efce33f4a5d448627a96ae1737e2385f5f","observation_id":"a2cd8f60-fd19-4afc-8cb5-64848f2cf412","resolution":{"observed_at":"2026-08-10T17:22:47.930817Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.934632Z","title":"An introduction to arithmetic coding,","venue":null,"work_id":null,"year":1984},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.934632Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:aef4c348feb7bb9fe277092a0663d8fbade1fdcfbc03bfe4667ec8f900c244de","observation_id":"40e22edf-b459-4190-b7fe-d019592fc4cc","resolution":{"observed_at":"2026-08-10T17:22:47.934632Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.938003Z","title":"Compressing images by encoding their latent representations with relative entropy coding,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.938003Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:5815e6adcff22830177e28fba56274082885b6adc05b5cc59158bdbda777a343","observation_id":"32de3ab1-b939-4ca0-a929-f4117cde0cf0","resolution":{"observed_at":"2026-08-10T17:22:47.938003Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.941503Z","title":"Theoretical foundations of transform coding,","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.941503Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:b4a975969ffde79646905131eb7882260f14076bc4310afd7064bc5137fd3cf1","observation_id":"3409c609-bd79-47a2-80b0-30d0043146e4","resolution":{"observed_at":"2026-08-10T17:22:47.941503Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:47.944926Z","title":"The JPEG still picture compression standard,","venue":null,"work_id":null,"year":1991},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.944926Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:322b24a64c08e805aa8c9f5747104e320681e6461b063ce8be36d42e5ff4af43","observation_id":"7d78d273-1ce6-4077-84a4-7aaa2c423e55","resolution":{"observed_at":"2026-08-10T17:22:47.944926Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:49.023949Z","title":"The JPEG 2000 still image compression standard,","venue":null,"work_id":"6cc8d7ac-9bda-46c0-801a-c9b1b63e4f82","year":2000},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.948349Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:ff23f0b2ac2a15367beeba7db44c258645562da30cb6a430f70fc2c0a75cd619","observation_id":"9f9713b5-c38f-4f2b-8388-f62b19c9235e","resolution":{"observed_at":"2026-08-10T17:22:49.027022Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:49.015275Z","title":"BPG Image Format,","venue":null,"work_id":"3987922d-1f1a-4be1-9a21-dfd63437534b","year":2015},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.951689Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:804d39030dedcd47923285a131af5ceaa1cf5765e3d00610bb0fe13be4b02878","observation_id":"13ef6fd3-f3d6-4517-a41d-e1865985364b","resolution":{"observed_at":"2026-08-10T17:22:49.018326Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:49.006498Z","title":"Overview of the versatile video coding (VVC) standard and its applications,","venue":null,"work_id":"d4acc772-f8d9-460b-ada1-7ab9e7bfc8d7","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.954894Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:bd38fb285fbbbf84814173cefd39662a1a59a569715dabafcdfcf9f70579d684","observation_id":"9ef469a1-1e11-4af1-8294-ad0421c7570a","resolution":{"observed_at":"2026-08-10T17:22:49.009480Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.997696Z","title":"End-to-end optimization of nonlinear transform codes for perceptual quality,","venue":null,"work_id":"1815da7c-3fc4-42b5-82a2-bb227ec17442","year":2016},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.958043Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:06c6810a13583330f3c66fdd15795988b0c98794b489401185c02815530c2c33","observation_id":"a07f3fcb-4331-4c6b-82f9-45ee0663e891","resolution":{"observed_at":"2026-08-10T17:22:49.000959Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.988114Z","title":"End-to-end optimized image compression,","venue":null,"work_id":"2b29a51a-f15c-45e3-a7e4-f58b39913add","year":2017},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.961155Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:8bd2168b8de46ebf70db994a5d57142b060c84fbfe9ae55031fbbff7043db049","observation_id":"c8cad225-2573-48c9-bfd6-443e277ddd44","resolution":{"observed_at":"2026-08-10T17:22:48.991417Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.978457Z","title":"Soft-to-hard vector quantization for end- to-end learning compressible representations,","venue":null,"work_id":"9faafbf6-c38d-4a63-8e81-567e181c9abd","year":2017},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.964450Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:3f8dff7278ce1451ed1f0697fcce0ff4488382096686fcd4dc5499ca10ed84d0","observation_id":"98b6120b-84e1-4912-9e57-2e8dd2ec8a92","resolution":{"observed_at":"2026-08-10T17:22:48.982000Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.968738Z","title":"Unified multivariate gaussian mixture for efficient neural image compression,","venue":null,"work_id":"7cf13835-4013-48ab-82bf-205f99282ae6","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.967986Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:6cafa0d785b5332fd465f94f492ad279f12ce70efb4695e696b6f6a359ba9ab2","observation_id":"a6ca990c-cc76-40f7-9c0c-55075be65700","resolution":{"observed_at":"2026-08-10T17:22:48.972433Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.958209Z","title":"Nvtc: Nonlinear vector transform coding,","venue":null,"work_id":"b570419c-c176-4f3c-8130-712496e5e661","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.971327Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:b140d4742cefe02cc29a297cf7e8f4ed8a5b1601f97d225334463a052884c55f","observation_id":"6fd24626-8d8a-41d8-b3d3-96386d9e1e7f","resolution":{"observed_at":"2026-08-10T17:22:48.961710Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.948143Z","title":"Lvqac: Lattice vector quantization coupled with spatially adaptive companding for efficient learned image compression,","venue":null,"work_id":"b031fc23-300a-4390-bc32-f3f2247402f6","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.974946Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:b06d3c3c00b1115b947ca86c56e8d9af29e4b76a8bbfa187e13f2c6e43417b4f","observation_id":"2aa3f081-ca1f-4103-ba49-4028a4ebd3b9","resolution":{"observed_at":"2026-08-10T17:22:48.951545Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.938261Z","title":"Variable rate image com- pression with recurrent neural networks,","venue":null,"work_id":"88e91a1c-b21f-48b2-bf9c-5effe5bd0058","year":2016},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.978762Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:aa4b3983a05c479737bf7bdcf9e6289eae660b63bb395db5e3a4a9cb063d393e","observation_id":"536bc4fc-3a48-4073-af50-9053219e468a","resolution":{"observed_at":"2026-08-10T17:22:48.942016Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.928054Z","title":"Full resolution image compression with recurrent neural networks,","venue":null,"work_id":"0e8c3738-f255-4122-bbd8-3d69cb9e0230","year":2017},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.982211Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:c8c71f5ba2050011e16fee24a0d694568c546cbdff3c4e0e2dfa587d4fa2b65e","observation_id":"f43e11f4-a514-471b-b785-b0b1d25f2dd7","resolution":{"observed_at":"2026-08-10T17:22:48.931476Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.917264Z","title":"Improved lossy image compres- sion with priming and spatially adaptive bit rates for recurrent networks,","venue":null,"work_id":"f1162dda-96a8-4c0d-8f6a-74b76d28fdc6","year":2018},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.985964Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:986c8ae6636913b68f54091e8ff3a22356f366e28ad0c72b98ba7acbd028c0f9","observation_id":"3ef5b5de-8045-44cb-b4d5-9910a692352f","resolution":{"observed_at":"2026-08-10T17:22:48.921182Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.906768Z","title":"A spatial RNN codec for end-to- end image compression,","venue":null,"work_id":"3bdc8f46-3e5c-4c27-a319-f526ce15b939","year":2020},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.989578Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:f12337c601b612afafe8f05b30f561bf0ea8d09d13be27290c370a8a71eda673","observation_id":"1b6a3cb7-a6ea-4fc9-9a86-5ab7ca88154a","resolution":{"observed_at":"2026-08-10T17:22:48.910409Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.896940Z","title":"End-to- end learnt image compression via non-local attention optimization and improved context modeling,","venue":null,"work_id":"b1a7bafc-fcfc-4f0e-9615-c00dc3823664","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.992684Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:0d51eadd8b937a48a91e6550083e1b62dc128bec53dc523d531de954765c519d","observation_id":"06b5c14e-13f5-4e49-9659-1851f0202a91","resolution":{"observed_at":"2026-08-10T17:22:48.900422Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.887385Z","title":"Learned image com- pression with discretized Gaussian mixture likelihoods and attention modules,","venue":null,"work_id":"b1654b63-b649-472a-92ac-c7e77c4f9f2a","year":2020},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.996213Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:1437b9c9aabd02d842e8bbb8bacb2b718a1b6d1565f1072bd19ed5344128746c","observation_id":"d382ea22-74a0-4abf-9f32-7a79fa44a580","resolution":{"observed_at":"2026-08-10T17:22:48.890932Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.878263Z","title":"Causal contextual prediction for learned image compression,","venue":null,"work_id":"f4bf8030-1af5-4d6e-aa2b-a24b7c4260b3","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:47.999461Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:6fed4ca09e981790532e80785c6b786f69b76c837d85a5cbb6df4f09bde39c51","observation_id":"83dadd5a-7ec9-40cd-b695-df6a11acd344","resolution":{"observed_at":"2026-08-10T17:22:48.881433Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.869262Z","title":"Neural image compression via attentional multi-scale back projection and frequency decomposition,","venue":null,"work_id":"ab5df5a6-1ed0-4545-821c-e8d23f2fb471","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.002889Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:cc60854706e6c5b8d084260409b5e2204203d39424b044110cc7278ca42f4fa3","observation_id":"9e7ae938-e6cf-42b8-8b73-89db8c493678","resolution":{"observed_at":"2026-08-10T17:22:48.872656Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.859963Z","title":"The devil is in the details: Window- based attention for image compression,","venue":null,"work_id":"99df77d2-f035-4e84-9b44-415702799de6","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.006101Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:7c417529221c00ce227e0f6e58417856a6c22f437c123cfd110be5b46631b478","observation_id":"724a1ea6-6fd9-4d86-8556-6775113cd1fc","resolution":{"observed_at":"2026-08-10T17:22:48.863342Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.850319Z","title":"Transformer-based transform coding,","venue":null,"work_id":"b4beb92f-8ca5-46b8-a39b-cad98dd6130a","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.009053Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:3f128732644da8d5345a9c7d4703662b22eb4290fb1eb5c0bda6cfada9c42a3a","observation_id":"55164169-a523-4f72-877e-5fd48074620d","resolution":{"observed_at":"2026-08-10T17:22:48.853707Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.840324Z","title":"Learned image compression with mixed Transformer-CNN architectures,","venue":null,"work_id":"1e715100-83e3-405e-aab1-dfbe4b1fc97b","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.011952Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:644fea6bf31ee5674151e58f12fbd1fe15624925173440d71c885cd1eb2a2491","observation_id":"156af2fa-305b-4721-b92d-d7cb5cea94f4","resolution":{"observed_at":"2026-08-10T17:22:48.843830Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.830780Z","title":"Frequency-aware transformer for learned image compression,","venue":null,"work_id":"5af704e5-f068-4ceb-aefb-34e89b90ec82","year":2024},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.015546Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:a0520414aba4d753859be53ae2673ca84347341cb6709b091b9369a4d235e240","observation_id":"e3be89f1-7dea-45c4-9324-8cb190800634","resolution":{"observed_at":"2026-08-10T17:22:48.834102Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.821054Z","title":"End-to-end optimized versatile image compression with wavelet-like transform,","venue":null,"work_id":"c3840701-78cd-4e34-9861-1ad39133656e","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.018626Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:0789158e91f98ea7cab99288d82327396fb2089036204a709016541497d449d2","observation_id":"cd790a3c-6f6b-485b-bdf7-37c55438c93a","resolution":{"observed_at":"2026-08-10T17:22:48.824550Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2008.10486","last_updated":"2020-08-24T14:46:23Z","snapshot_observed_at":"2026-07-06T09:49:41.599755Z","submitted_at":"2020-08-24T14:46:23Z","title":"Lossy Image Compression with Normalizing Flows","version":1},"cited_work":{"arxiv_id":"2008.10486","doi":null,"metadata_source":"pith","pith_arxiv_id":"2008.10486","snapshot_observed_at":"2026-08-10T17:22:48.337489Z","title":"Lossy Image Compression with Normalizing Flows","venue":"cs.CV","work_id":"462829a8-41ee-46a0-8251-49897ca2f58d","year":2020},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.021750Z"},"links":{"cited_paper":"/paper/2008.10486","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:30609daeb2d3f8e764f04237c406429fb59c275e4919f8b1ea89b250bb423057","observation_id":"0820f718-1687-4225-8fe5-c3e885bc61dd","resolution":{"observed_at":"2026-08-10T17:22:48.341651Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.810840Z","title":"Enhanced invertible encoding for learned image compression,","venue":null,"work_id":"46cf6262-6574-4eac-8537-cece418aa211","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.025158Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:d60e14b047e81481bae66b7c8d30f5bf92fb5472dd72bd2fa876e260014d39b7","observation_id":"059bce2d-14d3-466a-8a4e-f36a237fc0cf","resolution":{"observed_at":"2026-08-10T17:22:48.814412Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.05937","last_updated":"2024-03-09T15:13:49Z","snapshot_observed_at":"2026-08-13T00:58:43.269369Z","submitted_at":"2024-03-09T15:13:49Z","title":"Wavelet-Like Transform-Based Technology in Response to the Call for Proposals on Neural Network-Based Image Coding","version":1},"cited_work":{"arxiv_id":"2403.05937","doi":null,"metadata_source":"pith","pith_arxiv_id":"2403.05937","snapshot_observed_at":"2026-08-10T17:22:48.322900Z","title":"Wavelet-Like Transform-Based Technology in Response to the Call for Proposals on Neural Network-Based Image Coding","venue":"cs.CV","work_id":"082da8f0-c3f2-423b-ba2b-0424481bbc1a","year":2024},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.028325Z"},"links":{"cited_paper":"/paper/2403.05937","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:d81dd3574f4a3ae1dddb2481a46b167b193d8db3654db142b9ec727559c9a4ec","observation_id":"a0d2f177-8d5a-46e9-8248-2da85fcd7787","resolution":{"observed_at":"2026-08-10T17:22:48.326795Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.800296Z","title":"Joint autoregressive and hier- archical priors for learned image compression,","venue":null,"work_id":"46e2c3d0-67ca-44d7-af21-5f1ca61d55c7","year":2018},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.032090Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:b66a53049ec8a32e8bc93c5644b7114fb28e21d3ec7e5c6597d55c32f0645e2c","observation_id":"ec6104ef-e868-465f-9952-ac62f19114c6","resolution":{"observed_at":"2026-08-10T17:22:48.803752Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.790028Z","title":"Context-adaptive entropy model for end- to-end optimized image compression,","venue":null,"work_id":"5af6a79e-8c53-4f00-88ee-06c922abec9a","year":2019},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.035675Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:14078c84ed95bb67fe7acf098e3d321ecb1541b9f0bea87c911125c0da201d6d","observation_id":"0785f604-cda9-45b4-a228-5e824acdd117","resolution":{"observed_at":"2026-08-10T17:22:48.793662Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.779718Z","title":"Channel-wise autoregressive entropy models for learned image compression,","venue":null,"work_id":"fe599eef-694f-4416-97ee-6a1c7ae10aa1","year":2020},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.038897Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:905b2644456a165a31af40c6fb38a5b78b01680d6354ef84d77a17db8b31fc82","observation_id":"d9a79d50-e183-4652-b356-61947618f4c0","resolution":{"observed_at":"2026-08-10T17:22:48.783833Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.769773Z","title":"Learning end-to-end lossy image compression: A benchmark,","venue":null,"work_id":"009b540f-79e0-4d5d-8d83-af0f63561184","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.042333Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:70722fbfc37ceb288d460f00ffa7a259bdcc4869f3c9dd54f36d8241b377d737","observation_id":"9f3ded17-260e-4803-a5d9-6e489d2f6b22","resolution":{"observed_at":"2026-08-10T17:22:48.773462Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.759994Z","title":"Entroformer: A Transformer-based entropy model for learned image compression,","venue":null,"work_id":"dc84e188-4974-4dbe-956c-7a0f7bf03db0","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.045649Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:475a0ce2bbc5c854bdd6f6b7487ecf5b5af436dd8a7fb17435a14f54fb440560","observation_id":"5ea9b820-98d1-4598-b0ab-a6c16889f421","resolution":{"observed_at":"2026-08-10T17:22:48.763502Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.751197Z","title":"ELIC: Efficient learned image compression with unevenly grouped space-channel con- textual adaptive coding,","venue":null,"work_id":"190c81b5-3b78-4dfa-989d-ed48eef682a4","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.048898Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:4e7286cb4d378c4003ef1e82d760512e7b029d42035447bcde7ca4176788811e","observation_id":"8b4f3905-57ce-461f-88b1-659dadd538ee","resolution":{"observed_at":"2026-08-10T17:22:48.754251Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.742434Z","title":"M2T: Masking Transform- ers twice for faster decoding,","venue":null,"work_id":"0661a45d-89bc-42d4-965e-2984ad896309","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.052097Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:6c093ced3d2afeb30609a39c419913ac144271a47d7064c463d100af3c5dfd12","observation_id":"658c5613-c490-4489-8bcc-f7adf3ce3adf","resolution":{"observed_at":"2026-08-10T17:22:48.745553Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.733527Z","title":"MLIC: Multi-reference entropy model for learned image compression,","venue":null,"work_id":"c670067d-2e77-4111-98ba-41111b2c9cbe","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.055555Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:3ccce4dd409602c78b0fa53c28bccc02876be630a70f4f210d422db83d78c2de","observation_id":"ff097390-b970-4f47-973e-a49455968bb9","resolution":{"observed_at":"2026-08-10T17:22:48.736555Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.723316Z","title":"Flexible coding order for learned image compression,","venue":null,"work_id":"4a61495c-804f-4f48-900e-43256769f031","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.058721Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:b8d17f33cd5b85a2351cb46aa61a65dcf8bf51468684d16d322d8c0b3bfb8545","observation_id":"67fef72b-dfb8-4f80-9349-7ceec20c5481","resolution":{"observed_at":"2026-08-10T17:22:48.726996Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.712965Z","title":"Learned image compression with Gaussian- Laplacian-Logistic mixture model and concatenated residual modules,","venue":null,"work_id":"a3da120f-b0f5-45a6-a990-cfef421860af","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.062091Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:5935f00d892f33204b070b04cdf5493c07a7c9d1c253e64730bc8b3c7b55eb3d","observation_id":"dab87d71-3bfe-483a-ae9f-1ac930db0370","resolution":{"observed_at":"2026-08-10T17:22:48.716642Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.702902Z","title":"Lossy image com- pression with compressive autoencoders,","venue":null,"work_id":"56035c58-d2e5-4761-b1aa-de09e2c178b6","year":2017},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.065382Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:1a8851c644f8c16397642aa7217a1a7c57b27cdf876aac53ac6aa9a27131a206","observation_id":"209e567d-33d6-4f6c-a5ac-bd1b4aa76359","resolution":{"observed_at":"2026-08-10T17:22:48.706367Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1308.3432","last_updated":"2013-08-15T15:19:34Z","snapshot_observed_at":"2026-08-11T05:54:56.124984Z","submitted_at":"2013-08-15T15:19:34Z","title":"Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1308.3432","snapshot_observed_at":"2026-08-10T17:22:48.068649Z","title":"Estimating or propagating gradients through stochastic neurons for conditional computation,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.068649Z"},"links":{"cited_paper":"/paper/1308.3432","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:badc79fc0984134c7fc2bc0f14cb576abdccd8ff32e57f1c29f22d7988383a5c","observation_id":"5acf5191-e60a-4401-ba09-53d924daaa8c","resolution":{"observed_at":"2026-08-10T17:22:48.068649Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.692296Z","title":"Universally quantized neural compression,","venue":null,"work_id":"aa54ee8a-60be-4004-a323-f0fbfa6b4876","year":2020},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.072376Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:ea65f7284e3c3025ad4871d72e77d1797700a91507a7fb0d9d7554ff2c598172","observation_id":"2128ea67-4f70-4f56-a588-7b4d4d40a333","resolution":{"observed_at":"2026-08-10T17:22:48.696053Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.681580Z","title":"Soft then hard: Rethinking the quantization in neural image compression,","venue":null,"work_id":"9b3362da-44f8-4ffd-8b9a-5268a9108899","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.075606Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:372b9db76da7d1c4e98203dbe62b8ca03a7c90138dd660babd2d23142e948c99","observation_id":"b7f2b388-ae50-493e-8d0a-87b2a6785a50","resolution":{"observed_at":"2026-08-10T17:22:48.685248Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.671252Z","title":"Improving inference for neural image compression,","venue":null,"work_id":"ee85119f-2129-4144-ba80-e7419ba86946","year":2020},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.078708Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:d63ea124b9473a64081cc2c638a5d895adbf51072783d03c63708aa6259b34dc","observation_id":"e8c2a6e4-3692-4bdc-acdb-766392045298","resolution":{"observed_at":"2026-08-10T17:22:48.674813Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.17051","last_updated":"2023-09-29T08:23:36Z","snapshot_observed_at":"2026-08-13T10:02:30.509561Z","submitted_at":"2023-09-29T08:23:36Z","title":"On Uniform Scalar Quantization for Learned Image Compression","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.17051","snapshot_observed_at":"2026-08-10T17:22:48.082226Z","title":"On uniform scalar quantization for learned image compression,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.082226Z"},"links":{"cited_paper":"/paper/2309.17051","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:99e3d8bf4b3b050d3f9bb5e80431c7a377b95e2bf7754a8a6fd411bfcae7497c","observation_id":"2d7dba67-dc80-4c13-9d45-7f19e6cbd8e9","resolution":{"observed_at":"2026-08-10T17:22:48.082226Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.660963Z","title":"Comprehensive comparisons of uniform quantization in deep image compression,","venue":null,"work_id":"7024119a-9a39-47aa-8791-eab1bdd00d69","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.086073Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:c44458652cebdd3f5433056cec4eeb5a93c8f49cbb5b2e4b04e51bd6d52213e5","observation_id":"e9332ab0-ccd9-466d-b651-e396dbb62939","resolution":{"observed_at":"2026-08-10T17:22:48.664576Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.650943Z","title":"Nonlinear transform coding,","venue":null,"work_id":"c72dd27e-c1c0-4b85-9d7b-c1901c7f2573","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.089384Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:33ceb86541669b18d403ab95d383aec77cccd6f41d0c12364f376d2d6aca9d4a","observation_id":"1b90f6fa-1093-4c05-8f70-73f6766ad1e8","resolution":{"observed_at":"2026-08-10T17:22:48.654579Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2102.09270","last_updated":"2021-04-29T10:21:48Z","snapshot_observed_at":"2026-08-12T02:54:36.322576Z","submitted_at":"2021-02-18T11:09:51Z","title":"On the advantages of stochastic encoders","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2102.09270","snapshot_observed_at":"2026-08-10T17:22:48.092640Z","title":"On the advantages of stochastic encoders,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.092640Z"},"links":{"cited_paper":"/paper/2102.09270","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:f5146d248e4f635e36076ed4c9951c691fe4de00a48fb8a68daa08d9e239087f","observation_id":"ab8c7d60-95a9-4457-8681-b35870bc7abd","resolution":{"observed_at":"2026-08-10T17:22:48.092640Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.641212Z","title":"Strong functional representation lemma and applications to coding theorems,","venue":null,"work_id":"4b2ed5af-bf1a-422e-804c-89ee2845c241","year":2018},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.096216Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:fcd47213a2dfa6a81c67aebee92f8b19cc9ad6a8bc316d0579c58e6cd89635e2","observation_id":"327b42e3-d072-4aad-9803-fe36439eedd2","resolution":{"observed_at":"2026-08-10T17:22:48.644666Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.099523Z","title":"Computation of channel capacity and rate-distortion func- tions,","venue":null,"work_id":null,"year":1972},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.099523Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:42ecb25bec110c573ef9fcc078e0ae346e616225f622b9ce9b8a38c722d4f1c3","observation_id":"bb46a0f1-7a64-4027-b456-f0c522aff474","resolution":{"observed_at":"2026-08-10T17:22:48.099523Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.102593Z","title":"An algorithm for computing the capacity of arbitrary dis- crete memoryless channels,","venue":null,"work_id":null,"year":1972},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.102593Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:9706aa59cce68872866237e0a2fd37fa021e253485ffdc0d5e19a3e41585fa3d","observation_id":"6b6726b9-b457-42a2-ae3a-b1f35784fd56","resolution":{"observed_at":"2026-08-10T17:22:48.102593Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.619787Z","title":"Estimation of the rate–distortion function,","venue":null,"work_id":"ca1e664e-2857-402e-90ff-941bf4dce3fb","year":2008},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.105927Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:6c422ebbf98edfe26770285fe5259c6e0df44555a1d9a514a17f93a0ffbad887","observation_id":"e02415f4-f509-46e9-bdae-9a316b818694","resolution":{"observed_at":"2026-08-10T17:22:48.623064Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.609955Z","title":"Neural estimation of the rate-distortion function with applications to operational source coding,","venue":null,"work_id":"5bab0e55-7a8a-46dd-806e-54af9a35d617","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.109354Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:168f03c3742a9b60d7458155a205e69546b93b593ace41ea3e054548dc19c029","observation_id":"c22e1f40-cb29-40d2-a3bf-9c7c2e1756a5","resolution":{"observed_at":"2026-08-10T17:22:48.613516Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.600131Z","title":"Estimating the rate- distortion function by wasserstein gradient descent,","venue":null,"work_id":"d7705009-e691-451c-9197-6c5e5252abfc","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.112611Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:853d92e4070f3f8ee97d07c312b6478d28b5e60a39b4a8757f08ca5b4386ede9","observation_id":"be2b93e1-273b-49b2-bd16-52a691996f6e","resolution":{"observed_at":"2026-08-10T17:22:48.603450Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.591113Z","title":"Beta-V AE: Learning basic visual concepts with a constrained variational framework,","venue":null,"work_id":"2db62c7b-174f-4627-a954-b122f437a8cf","year":2017},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.115814Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:c68ca039058f1ecbd2d7e5a505c125710e1f1c01e1fcd3c2704ecc84fdc0dab7","observation_id":"ed15650c-2d44-4801-aada-8e86bc4513cb","resolution":{"observed_at":"2026-08-10T17:22:48.594345Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.582121Z","title":"Lossy source coding,","venue":null,"work_id":"c5d37beb-071d-4082-bb86-05cb1e94e5a0","year":1998},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.119054Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:6f8a8883ec1e1a5b932f5afe7331237d2aa74db8f11d7293dc20fd4a8a538d01","observation_id":"f424f9fd-a71d-4fd2-8a23-30a2c4e10e8f","resolution":{"observed_at":"2026-08-10T17:22:48.585318Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.570771Z","title":"Neural networks optimally compress the sawbridge,","venue":null,"work_id":"2038b34f-8073-455d-9473-5d010078ce22","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.122311Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:2056835c0a681762f6c394942b64ddeec646a46f6f81f393d9ba3d34f7ab1311","observation_id":"31848ef2-0915-43ff-b2f9-04fb75309cb5","resolution":{"observed_at":"2026-08-10T17:22:48.574870Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.560288Z","title":"An introduction to neural data compression,","venue":null,"work_id":"950892d0-5c18-45ba-89cf-998f4b194447","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.125434Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:b04be12e074ee40f82bed9e4c8d46d779f9c56b00bbf900aaa8aaeaee12998ee","observation_id":"c81a34ec-424f-4c11-9141-f1e203849fed","resolution":{"observed_at":"2026-08-10T17:22:48.563968Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.550672Z","title":"Generative adversarial networks for extreme learned image compres- sion,","venue":null,"work_id":"232eed3f-18b6-4f43-89f2-a3510ee7d0a9","year":2019},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.128289Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:f28cb45a4788f3c0673d77dfa6312b96ac70657aa45c5afdcc97b2e7ba266b59","observation_id":"a93c3fcf-434a-4ea0-aef1-bc7023367b19","resolution":{"observed_at":"2026-08-10T17:22:48.554240Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2109.14837","last_updated":"2021-09-30T04:07:09Z","snapshot_observed_at":"2026-08-13T18:02:29.097686Z","submitted_at":"2021-09-30T04:07:09Z","title":"End-to-End Image Compression with Probabilistic Decoding","version":1},"cited_work":{"arxiv_id":"2109.14837","doi":null,"metadata_source":"pith","pith_arxiv_id":"2109.14837","snapshot_observed_at":"2026-08-10T17:22:48.277252Z","title":"End-to-End Image Compression with Probabilistic Decoding","venue":"eess.IV","work_id":"0934d48e-67a2-4389-bc7a-b65603fd7c8d","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.131123Z"},"links":{"cited_paper":"/paper/2109.14837","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:ccd4d884f8d903632b08cce9f8a28a1ce4dbaa4a441e0de45c4bcd5fe479c086","observation_id":"5cfd328d-e57d-4ccd-8076-6a9d67e94a28","resolution":{"observed_at":"2026-08-10T17:22:48.283862Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.540067Z","title":"Lossy image compression with conditional dif- fusion models,","venue":null,"work_id":"5ffa307d-ed03-46d8-8070-83a1ebe5511c","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.134262Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:7b6b8db5c80f0cef91e1c7769779162ad7c966a03c3c7832d4b5013155844bce","observation_id":"898b8d01-c805-4656-9992-7d6119cf9fa1","resolution":{"observed_at":"2026-08-10T17:22:48.543942Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.530215Z","title":"Inference suboptimality in varia- tional autoencoders,","venue":null,"work_id":"8232dd9e-2877-4d2c-8809-b2d194baa18b","year":2018},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.137064Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:d6da2f29634b3ad59efa1bd36c07e825327025e81d5b7d5d89f434e02a69c2d5","observation_id":"d85fe0f2-ee3d-467c-b150-5800593b6c12","resolution":{"observed_at":"2026-08-10T17:22:48.533744Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.520542Z","title":"Optimal entropy-constrained scalar quanti- zation of a uniform source,","venue":null,"work_id":"b0d0c8c2-cd72-445c-8b38-425e9e2b8039","year":2000},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.139929Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:e10ecac036c1037670edd7d560c56dbba7212a8b1b0b0527bf6d8d28ee5f6fbe","observation_id":"ef1427d1-fcc0-4ffe-90f8-791e8bfce007","resolution":{"observed_at":"2026-08-10T17:22:48.524090Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.508676Z","title":"Rate-distortion-optimization for deep image compression,","venue":null,"work_id":"849129a8-9597-4318-aa48-988e38b10dee","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.142899Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:134f997d7abc3d0d79475eb22148cdb83fee4c5193232ae38659efc928ef597f","observation_id":"38cfa9ae-85ce-4f12-99ca-972a719c347a","resolution":{"observed_at":"2026-08-10T17:22:48.513643Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.498849Z","title":"Ensemble learning-based rate-distortion optimization for end-to-end image compression,","venue":null,"work_id":"f42317a8-882a-4506-b0f0-cfc30b5c1f43","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.145926Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:4ab9c4350f8883330fd9e9818d42c0bf52b0f5be0d5c417ae46e6472c28dd9af","observation_id":"d0ef1501-047a-4311-ab55-deb95a2eff19","resolution":{"observed_at":"2026-08-10T17:22:48.502360Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.487529Z","title":"Semi- amortized variational autoencoders,","venue":null,"work_id":"13537c50-8de0-4c49-ac54-a703fdf960b3","year":2018},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.148662Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:9fa00641b2fcf7d510f2cb8a1a65d11e6c0aae6afdd2ccea94f9e6044a84d938","observation_id":"d6a0f706-98ed-4349-bf22-a46ed712ad86","resolution":{"observed_at":"2026-08-10T17:22:48.491208Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.478464Z","title":"Iterative amortized inference,","venue":null,"work_id":"bdc6d701-1451-4bb9-a8fd-20178b7de8b3","year":2018},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.151528Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:b1d27d6641b38cb5e9fac5ee829bf71ca0b34046581508e1cb928ace95579d63","observation_id":"db62146f-b6ee-4f01-b026-4aa70701ffeb","resolution":{"observed_at":"2026-08-10T17:22:48.481453Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.468237Z","title":"Content adaptive optimization for neural image compression,","venue":null,"work_id":"873ab585-9bde-438a-8ab1-eba32187c03c","year":2019},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.154692Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:fbf0b45110daedd72bea9154a0a640adc2133e1436a931b3dfdb1f4c97219fc8","observation_id":"bfe3e832-5b61-4171-975a-06c621c92b92","resolution":{"observed_at":"2026-08-10T17:22:48.472088Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.458384Z","title":"Simple statistical gradient-following algorithms for connectionist reinforcement learning,","venue":null,"work_id":"83943c0b-9d59-45b7-8f01-9fe40ac2bc7d","year":1992},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.158174Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:951c35a0aa33a4d7d331d9dfa27b2ff47f56c588a65c997b9a3fbf356c4bacb4","observation_id":"a10ae1d3-d7e4-4f98-b5b1-a8d7ec7df846","resolution":{"observed_at":"2026-08-10T17:22:48.461891Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.448615Z","title":"A unified framework for one-shot achievability via the poisson matching lemma,","venue":null,"work_id":"6f3f4a03-ac64-42cd-98f9-7ee323c4c0f7","year":2021},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.161472Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:68d846f68c46b89a2c7dad49e4c335f6bf662680c6d28f53904197eaef0cb8e8","observation_id":"c011c6cf-3c1b-4784-a422-7f542674af25","resolution":{"observed_at":"2026-08-10T17:22:48.452028Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.438300Z","title":"On universal quantization,","venue":null,"work_id":"252c798f-59ee-4ecc-93d7-8e4ebd365d17","year":1985},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.164846Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:62f9974025bb204665ec2534234226e5247a27f9e3c538a61cb5549a008bac63","observation_id":"3eb81f35-839a-4523-bf68-8d85e95cbd28","resolution":{"observed_at":"2026-08-10T17:22:48.441760Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.427576Z","title":"On universal quantization by randomized uniform/lattice quantizers,","venue":null,"work_id":"6a75d383-427d-489b-bd01-5040220c37df","year":1992},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.168252Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:cc020f944133cabf8e556ffb406d45990ae18af4cec76bc2783e58f06196639f","observation_id":"a0c8131f-5b86-4777-ae43-144a7308309b","resolution":{"observed_at":"2026-08-10T17:22:48.431461Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.416826Z","title":"Algorithms for the communication of samples,","venue":null,"work_id":"c56d2f44-23dc-4c4b-98a2-db401de668fc","year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.171468Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:3801acb48886add2b2e4afe88e677aca47cebff090c3ece1c2f26ec2f9eea4e4","observation_id":"5bb11cd1-0406-47db-80c4-99c256558dc6","resolution":{"observed_at":"2026-08-10T17:22:48.420477Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1311.2540","last_updated":"2014-01-06T11:35:10Z","snapshot_observed_at":"2026-08-08T01:03:44.466292Z","submitted_at":"2013-11-11T19:21:53Z","title":"Asymmetric numeral systems: entropy coding combining speed of Huffman coding with compression rate of arithmetic coding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1311.2540","snapshot_observed_at":"2026-08-10T17:22:48.174975Z","title":"Asymmetric numeral systems: entropy coding combining speed of Huffman coding with compression rate of arithmetic coding,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.174975Z"},"links":{"cited_paper":"/paper/1311.2540","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:9033e4ce26f42cb7418e1f0c549716215fcefe84d090a613816040fa55e50c40","observation_id":"9c913f83-c746-459b-bf8f-ad1c130dba56","resolution":{"observed_at":"2026-08-10T17:22:48.174975Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.07723","last_updated":"2025-04-30T15:11:38Z","snapshot_observed_at":"2026-08-12T23:36:29.751655Z","submitted_at":"2024-06-24T03:58:11Z","title":"Lossless data compression by large models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.07723","snapshot_observed_at":"2026-08-10T17:22:48.178556Z","title":"Understanding is compression,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.178556Z"},"links":{"cited_paper":"/paper/2407.07723","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:c4a08552070aff5a3c727cf7b15a756577f666fd82a1a1d41097d5060220e2d8","observation_id":"7b575108-6e29-4154-af9f-f61fa3e7d82b","resolution":{"observed_at":"2026-08-10T17:22:48.178556Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2206.08889","last_updated":"2022-12-31T13:56:37Z","snapshot_observed_at":"2026-08-13T15:21:54.762328Z","submitted_at":"2022-06-17T16:46:31Z","title":"Lossy Compression with Gaussian Diffusion","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.08889","snapshot_observed_at":"2026-08-10T17:22:48.181965Z","title":"Lossy compres- sion with Gaussian diffusion,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.181965Z"},"links":{"cited_paper":"/paper/2206.08889","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:6d725dd59260841854dffe28b6b09b576560d2f8e32ea900ce0bdb3f926b1cd7","observation_id":"bb4b7d66-a3dd-46d8-8d95-86d2a2ba81a6","resolution":{"observed_at":"2026-08-10T17:22:48.181965Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.406435Z","title":"Variational inference with normalizing flows,","venue":null,"work_id":"62f19199-6096-4130-854b-d0c284961a25","year":2015},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.185788Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:4da13653a516bd50c8813fcde82009fa1553e001c0e68a1758ee03ebe2f1e903","observation_id":"aabbee07-12d9-4e19-998b-933480b588cd","resolution":{"observed_at":"2026-08-10T17:22:48.409988Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.395963Z","title":"Neural video compression with diverse contexts,","venue":null,"work_id":"bdd4257a-50a1-46aa-ba6b-3bc3060c18f3","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.189039Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:0e643ae62a1231cb9dfe97df59c3e33bf9b11128d34c43522eb25de51b8f5a04","observation_id":"7bcdb587-7bad-49c0-a87a-73c5e07d9fb2","resolution":{"observed_at":"2026-08-10T17:22:48.399785Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.385308Z","title":"Run, don’t walk: Chasing higher FLOPS for faster neural networks,","venue":null,"work_id":"aea3362c-ddfc-4976-9a3b-c0328387f4d9","year":2023},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.192158Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:53a71693814de7d07d0cbb01f32faecc00a4862e80fde22bc6f584655abdea77","observation_id":"257f3d6a-ea54-44b4-8082-5c3c7bb71ac4","resolution":{"observed_at":"2026-08-10T17:22:48.389264Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.374085Z","title":"Xception: Deep learning with depthwise separable convolu- tions,","venue":null,"work_id":"acac0a0b-1821-4d8e-a745-e3b78a8d3a42","year":2017},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.195333Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:dca9499088b84a19e9d9b87284840ba2689a31402bf7e20eb9d34668457f49a9","observation_id":"714fdcad-6388-42d6-948d-e898bc3cfc68","resolution":{"observed_at":"2026-08-10T17:22:48.377580Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2002.03370","last_updated":"2020-05-23T22:41:06Z","snapshot_observed_at":"2026-08-10T22:52:50.359012Z","submitted_at":"2020-02-09T14:21:08Z","title":"A Unified End-to-End Framework for Efficient Deep Image Compression","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2002.03370","snapshot_observed_at":"2026-08-10T17:22:48.198467Z","title":"A unified end-to-end framework for efficient deep image compression,","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.198467Z"},"links":{"cited_paper":"/paper/2002.03370","citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:0a39bc45c060b89640774fb9990132e4008bcea4a95fa1f6f7ae0da01791922b","observation_id":"414b1bc5-938b-4532-a722-ae434d3afd39","resolution":{"observed_at":"2026-08-10T17:22:48.198467Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.201953Z","title":"Adam: A method for stochastic optimization,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.201953Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:578694d373e5b8cf75efc1737532e6ae1f26a44abb1aae769b009d419278121d","observation_id":"43230bf1-62b0-4a0a-82e8-3beac047f379","resolution":{"observed_at":"2026-08-10T17:22:48.201953Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.358141Z","title":"Kodak lossless true color image suite,","venue":null,"work_id":"b506dcb4-dda7-4389-ab5e-aa145443a523","year":null},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.205330Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:1d0621d658e554974d4899b8b5912945b3a0859d11b58fcb9d9f41aee5b54ba1","observation_id":"c78ab3ba-efef-4778-b49e-73d11cf46518","resolution":{"observed_at":"2026-08-10T17:22:48.361431Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T17:22:48.348666Z","title":"Calculation of average psnr differences between rd- curves,","venue":null,"work_id":"6bb1f3eb-143c-4cc0-98d5-4250fc2ed077","year":2001},"citing_paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding","version":1},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-10T17:22:48.208938Z"},"links":{"citing_paper":"/paper/2501.12330"},"observation_digest":"sha256:e4fe5c2c1a669a3ec50f0dd7c32126db78a44d7e49bf1ca0c4ae6cdd62965398","observation_id":"9995b15c-2416-4c81-846d-13a972404933","resolution":{"observed_at":"2026-08-10T17:22:48.351920Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.12330","last_updated":"2025-01-21T17:59:11Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-08-13T09:36:57.037920Z","submitted_at":"2025-01-21T17:59:11Z","title":"The Gap Between Principle and Practice of Lossy Image Coding"},"reference_resolution":{"displayed":90,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":20,"verified_exact":3,"verified_fuzzy":67},"total_outbound_references":90},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 0 inbound Pith citation observations for arXiv:2501.12330."}