{"as_of":"2026-08-16T09:31:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d245f042cdbe3b60218cc89d16328318932812541902a4587ea9347129665c88","coverage":[{"denominator":44,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":44,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-11T01:09:26.913133Z","state":"measured"},{"denominator":46,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":46,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-14T19:22:16.266615Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-14T19:22:50.230335Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"cited_work":{"arxiv_id":"2412.19025","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.19025","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Channel-aware optimal transport: A theoretical framework for generative communication","venue":null,"work_id":"8c41e124-bd7b-4777-a4d8-0b0f57ecd55e","year":2024},"citing_paper":{"arxiv_id":"2604.20245","last_updated":"2026-04-22T06:47:59Z","snapshot_observed_at":"2026-07-06T23:06:44.624357Z","submitted_at":"2026-04-22T06:47:59Z","title":"Secure Rate-Distortion-Perception: A Randomized Distributed Function Computation Approach for Realism","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-09T23:42:44.850510Z"},"links":{"cited_paper":"/paper/2412.19025","citing_paper":"/paper/2604.20245"},"observation_digest":"sha256:d188cb2e1e83eb1180c582a15d01a8f93abd3acdbb989ae46dff2c1c137e117f","observation_id":"003b5a67-33f8-4467-b4c9-f5d9703746d4","resolution":{"observed_at":"2026-05-11T14:01:06.845169Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"cited_work":{"arxiv_id":"2412.19025","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2412.19025","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Channel-aware optimal transport: A theoretical framework for generative communication","venue":null,"work_id":"8c41e124-bd7b-4777-a4d8-0b0f57ecd55e","year":2024},"citing_paper":{"arxiv_id":"2605.12800","last_updated":"2026-05-12T22:38:15Z","snapshot_observed_at":"2026-07-06T23:24:27.821980Z","submitted_at":"2026-05-12T22:38:15Z","title":"Resolution Information: Limits of Ambiguity Resolution for Generative Communication","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-14T19:22:16.266615Z"},"links":{"cited_paper":"/paper/2412.19025","citing_paper":"/paper/2605.12800"},"observation_digest":"sha256:da233edad7b8fd0dcb5bb22bcfc716a8b91f134322931ae57bb3c1d732312983","observation_id":"8d207f84-45aa-4d79-9588-93a854c7caff","resolution":{"observed_at":"2026-05-14T19:22:50.234927Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2412.19025/citation-record","integrity":"/paper/2412.19025/integrity","json":"/paper/2412.19025/citation-record.json","paper":"/paper/2412.19025"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-11T01:09:33.146869Z","title":"Villani, Topics in Optimal Transport","venue":null,"work_id":"ababb85f-97f6-4d36-8fb2-381ece12a816","year":2003},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.560328Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:a8a6c739eb14656d1e4c8d208f5697cdb77e946682b791363212ea551aa384bc","observation_id":"c2014b1b-5b1a-4035-aa67-1c1dd5979edb","resolution":{"observed_at":"2026-08-11T01:09:33.191930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:33.024865Z","title":"Distribution preserv ing quantization with dithering and transformation,","venue":null,"work_id":"5267ec1d-e590-447c-83e7-53aab348275c","year":2010},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.603586Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:bac61b0720e23c1e5d8fd619a40bb95b9de3fc77525fbbae770519f0c1520d64","observation_id":"ce569a3c-f346-4b70-92da-cc16b405e217","resolution":{"observed_at":"2026-08-11T01:09:33.059902Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:32.864823Z","title":"Multiple des cription distribution preserving quantization,","venue":null,"work_id":"df309918-f31b-4076-8438-fe23b0468b22","year":2013},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.634762Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:0fcb8719eac58c5c1bd84d7ba2f2e6a60a0a408f141f09c85eec82f1c48e7861","observation_id":"78c45141-3b58-44ef-a500-47e14a7965f1","resolution":{"observed_at":"2026-08-11T01:09:32.924423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:32.714919Z","title":"Randomized quantiz ation and source coding with constrained output distributi on,","venue":null,"work_id":"6b06a38f-a80f-4730-bf5d-e01396370f38","year":2015},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.664751Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:c5279ec4e1a285d57230e95122aedf2d8ddb2fd646c9ddbb6ec810687005ef51","observation_id":"7585d252-fc7d-4705-abf2-a72a2825bcbf","resolution":{"observed_at":"2026-08-11T01:09:32.745309Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:32.564816Z","title":"Output constrained lossy source coding with limited common randomness,","venue":null,"work_id":"a2d397f2-fdad-4492-9bb3-803a6043f8af","year":2015},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.714746Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:f8e4502dd8c163b5d52f59b4b4a3165a4f5ca41002f150e77dcef592681d708a","observation_id":"70bcead7-60ff-492f-8b5c-e0f8c896fdeb","resolution":{"observed_at":"2026-08-11T01:09:32.614750Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:32.396027Z","title":"Lossy compression w ith distribution shift as entropy constrained optimal tran sport,","venue":null,"work_id":"2c326205-d036-42ce-b370-ea482d5d87d8","year":2022},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.754868Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:50b9e82f225637a7d233131a0c2063763515afd844d9194757a3c3fbc06b65be","observation_id":"2c710175-cd1d-464f-bd3d-a2c2bf4856fa","resolution":{"observed_at":"2026-08-11T01:09:32.434828Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:32.284829Z","title":"Cross-domain los sy compression as entropy constrained optimal transport,","venue":null,"work_id":"256cfa0e-bb02-4279-a4bf-e3e194b9f012","year":2022},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.784821Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:57f86ef0fe8636f413d4d48fe735cd961cbc1ce96dee6492eb25ec95fb2d9913","observation_id":"18a53cc7-bdea-49cb-8b87-53350d03ceb9","resolution":{"observed_at":"2026-08-11T01:09:32.326085Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:32.191875Z","title":null,"venue":null,"work_id":"cfd256cf-b469-48a3-a219-8872acdd5d93","year":2024},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.829788Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:2fe868bf6e962aa1491b343896f1ede83e6456e4a9b9d7ea66050e208093e08e","observation_id":"b7ef6cd5-b88b-48d5-8517-4b08b029229e","resolution":{"observed_at":"2026-08-11T01:09:32.199208Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:32.045798Z","title":"The perception-distortion tra deoff,","venue":null,"work_id":"6c693f8e-a410-4182-8e40-5d91713cfffc","year":2018},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.853234Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:23c769fcf0fbb97120d571d714e9cbc58e58d1d249be70ace543c26947633fda","observation_id":"ca56dcab-88b2-4d06-bde4-37f70b1be6c6","resolution":{"observed_at":"2026-08-11T01:09:32.108810Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:31.944516Z","title":"Rethinking lossy compression : The rate-distortion-perception tradeoff,","venue":null,"work_id":"68cd8b21-9648-4719-b370-f54beb1f8d84","year":2019},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.862126Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:bce3d64bc8a4d627855da5ef52e5dc35aaebe478ea6cf9a4c443449c2ad74501","observation_id":"4d9e76b3-711c-49b6-91a1-cf5561ac69b9","resolution":{"observed_at":"2026-08-11T01:09:31.988200Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:31.823573Z","title":"Introducing the perception-distortio n tradeoff into the rate-distortion theory of general infor mation sources,","venue":null,"work_id":"634193af-b371-4b40-8369-30f16457ac0b","year":2018},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.895140Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:b3555817b6dd0e952497f0efac92b0a4ab149b2d896dccf45f8a3fab17468116","observation_id":"a444a3c2-9ecc-4c43-8e77-99c0bfd18507","resolution":{"observed_at":"2026-08-11T01:09:31.848860Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:31.706069Z","title":"Rate-distortion-perception tradeoff of variable-length source coding for general information s ources,","venue":null,"work_id":"ac677295-f25e-432c-a827-893ab80c2844","year":2019},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.916449Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:1221bf83b1467d7ff89949ddb19b1757cc2305af78e2d953b0bee86dfb3a7c9f","observation_id":"956d3e79-95e1-4708-a1b3-608fa4579ddc","resolution":{"observed_at":"2026-08-11T01:09:31.748519Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:31.637890Z","title":"On perceptual l ossy compression: The cost of perceptual reconstruction an d an optimal training framework,","venue":null,"work_id":"b1521719-dd11-4d7c-b05b-c860796432d2","year":2021},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.932091Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:1a05ceb69bd6a6773fd1f0051463ce2aec8713339fc2f9a1a78c362558095676","observation_id":"c3c7c4ee-8c7e-43a6-ba03-31b068ba008b","resolution":{"observed_at":"2026-08-11T01:09:31.657546Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:30.724746Z","title":"A coding theorem for the rate- distortion-perception function,","venue":null,"work_id":"4861f9cf-f233-4953-9bc1-9ed14cde4f6c","year":2021},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:25.974986Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:95a361008e5259fada9c93218d5a39b57d5ed48fb1f8f7c124fc2fa245ab3899","observation_id":"2d59fd04-44e9-4708-aed9-dcd007e7ec3d","resolution":{"observed_at":"2026-08-11T01:09:31.529399Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:30.320701Z","title":"On the advantages of stochas tic encoders,","venue":null,"work_id":"3951a2fb-a4f9-47eb-a05a-39ea6ba57335","year":2021},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.008596Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:2fcb030e92bf66af3393327fb9fc2e7cf4ecb8f4f25f87f8c25c2cab4bda8255","observation_id":"ad70a9a2-2e66-4781-9138-2ba60254bf92","resolution":{"observed_at":"2026-08-11T01:09:30.494744Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:30.186356Z","title":"Zhang, J","venue":null,"work_id":"4de5590e-3fe9-489e-8b7a-bf0505ee4143","year":2021},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.021257Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:ddc20c406317dc223814473bb1b392da5503876ad3c72cef14f2a53ac56e80cb","observation_id":"5ba04424-d4e8-4d0f-bf5e-d086eaacbb1b","resolution":{"observed_at":"2026-08-11T01:09:30.214875Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:30.064747Z","title":"On the r ate-distortion-perception function,","venue":null,"work_id":"e825ae51-bfea-4c2c-acdc-028ca99c6c33","year":2022},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.034674Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:63af604c1018793188d9da893f238882a717607805209b9c1c49f79a0e8908ef","observation_id":"f0e1583e-c2f9-44c0-85d3-429bc175c0d9","resolution":{"observed_at":"2026-08-11T01:09:30.095965Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2202.04147","last_updated":"2022-02-08T21:14:57Z","snapshot_observed_at":"2026-08-13T16:44:34.934554Z","submitted_at":"2022-02-08T21:14:57Z","title":"The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2202.04147","snapshot_observed_at":"2026-08-11T01:09:26.063575Z","title":"The rate-distortion-perception tradeo ff: The role of common randomness,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.063575Z"},"links":{"cited_paper":"/paper/2202.04147","citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:8d5f25cb2f81dc501a249a7bc2254a8ee282cc6915ef480a47b5886b6f43970f","observation_id":"bdaf8a8a-83c1-4708-abe7-5ef375880154","resolution":{"observed_at":"2026-08-11T01:09:26.063575Z","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":"2026-08-11T01:09:29.944828Z","title":"On the choice of perception loss function for learned video compression,","venue":null,"work_id":"be6cc51d-bb6b-478f-a331-61188feca588","year":2023},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.080065Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:e878c04129a743c783c8d091cea95bb084bac4024023358d8b4b3085746b0ccb","observation_id":"cb7600a1-2a69-4065-ad6a-41834a2f63b3","resolution":{"observed_at":"2026-08-11T01:09:29.978274Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:29.814745Z","title":"Rate-d istortion-perception tradeoff based on the conditional-d istribution perception measure,","venue":null,"work_id":"e78f8197-e32a-4b57-ab45-265f4ca3d7cd","year":2024},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.087676Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:f9b592150927b524bc524588a2204bef2d8086cd4e9809ba0676fb614f0d4993","observation_id":"a31ba6ce-7f44-433b-aa44-a61d331651f6","resolution":{"observed_at":"2026-08-11T01:09:29.841230Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.18008","last_updated":"2025-03-16T23:37:55Z","snapshot_observed_at":"2026-08-16T05:34:21.258056Z","submitted_at":"2024-06-26T01:38:14Z","title":"Rate-Distortion-Perception Tradeoff for Gaussian Vector Sources","version":2},"cited_work":{"arxiv_id":"2406.18008","doi":null,"metadata_source":"pith","pith_arxiv_id":"2406.18008","snapshot_observed_at":"2026-08-11T01:09:27.454274Z","title":"Rate-Distortion-Perception Tradeoff for Gaussian Vector Sources","venue":"cs.IT","work_id":"c294aa3d-ec6b-4672-9d77-4775e0f03e8c","year":2024},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.125455Z"},"links":{"cited_paper":"/paper/2406.18008","citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:6d5b475a76cc8020d35f3b9643d5f5a99e914724dceb2355c62da9b67cbec7e4","observation_id":"b0074ee0-8e0b-4ff3-84b7-e73ad681bb2d","resolution":{"observed_at":"2026-08-11T01:09:27.504741Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.14849","last_updated":"2024-03-21T21:51:36Z","snapshot_observed_at":"2026-08-13T00:48:18.603675Z","submitted_at":"2024-03-21T21:51:36Z","title":"Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.14849","snapshot_observed_at":"2026-08-11T01:09:26.136996Z","title":"Output-constraine d lossy source coding with application to rate-distortion- perception theory,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.136996Z"},"links":{"cited_paper":"/paper/2403.14849","citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:a5d7f59c1ac9114d862be8fd4a8916daffdb2be32fd8a65d5555989b41e1866b","observation_id":"7397ab36-6f7e-4201-bc81-0631f245e80a","resolution":{"observed_at":"2026-08-11T01:09:26.136996Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.02388","last_updated":"2024-09-04T02:31:53Z","snapshot_observed_at":"2026-08-12T22:51:52.936129Z","submitted_at":"2024-09-04T02:31:53Z","title":"Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization","version":1},"cited_work":{"arxiv_id":"2409.02388","doi":null,"metadata_source":"pith","pith_arxiv_id":"2409.02388","snapshot_observed_at":"2026-08-11T01:09:27.106077Z","title":"Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization","venue":"cs.IT","work_id":"344ea8f8-28cb-4d84-8c8f-7c6f5c6ad23d","year":2024},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.175036Z"},"links":{"cited_paper":"/paper/2409.02388","citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:b1bd55f3fcf53a0471a2b0cd3a3e04e07887527292a2d82774adce9ad84b9c53","observation_id":"4106e0bd-a752-4bed-952f-c168b2b6fd62","resolution":{"observed_at":"2026-08-11T01:09:27.155149Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:29.644748Z","title":"Deep jo int source-channel coding for wireless image transmission ,","venue":null,"work_id":"d88122e2-63d5-4249-a56b-0542091f8f09","year":2019},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.203083Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:66b6099429ab0c0bf5f910e93b040ee4f9b551bfe65981884f6a19d8a634ab9b","observation_id":"3c771947-f281-4590-9db1-90398ae1aeeb","resolution":{"observed_at":"2026-08-11T01:09:29.684840Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:29.514747Z","title":"DeepJSCC-f: Deep joint sou rce-channel coding of images with feedback,","venue":null,"work_id":"7fa6bf86-15a7-486c-861e-36b53db972b2","year":2020},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.244748Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:0ebf7a706e687f6da6c2ef14f591ca8ac316381fb05ad4e4838324e0383e0c10","observation_id":"3296591d-c12c-4e9e-aeca-be1473c25d16","resolution":{"observed_at":"2026-08-11T01:09:29.554824Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:29.397396Z","title":"Bandwidth-agile image tra nsmission with deep joint source-channel coding,","venue":null,"work_id":"fb39123f-a565-4a4b-ae51-9dcb649c1531","year":2021},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.284755Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:48b5175f5cedf8cb352fa02d7856f7eee3ac634dad6bf96985e410082225de51","observation_id":"befb7a26-66d1-4543-a11b-6318d616f9ed","resolution":{"observed_at":"2026-08-11T01:09:29.417851Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:29.331167Z","title":"DeepWiV e: Deep-learning-aided wireless video transmission,","venue":null,"work_id":"b9e4d4ed-a7f3-4eb9-a5be-155feab515dd","year":2022},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.334750Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:3f1acf0f66a3ed0df7561a1542de6937a1360bd651f1fbdabf03edfd56e17344","observation_id":"27b586b2-13e6-4f21-b47f-e93e688ad3fe","resolution":{"observed_at":"2026-08-11T01:09:29.352822Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:29.215535Z","title":"Generative joint source-channel coding for semantic image transmission,","venue":null,"work_id":"b244acc3-5877-4809-9027-9c9fe099bd71","year":2023},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.384748Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:497721337c2345afdf2cd0762ffc352a19423239cf54aee45d189da19c14b6d8","observation_id":"4543690b-c6d1-4bf8-93e4-75061e4b9e64","resolution":{"observed_at":"2026-08-11T01:09:29.274748Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:29.094295Z","title":"Multiple access ch annels with arbitrarily correlated sources,","venue":null,"work_id":"f5a51221-5ce8-4af2-bd54-540a18ce04ae","year":1980},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.434746Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:fb433c830c55ab6ed84fc46920c242613b8a2d0a1656e3aaad976176f6f61ee0","observation_id":"df6dded2-2f40-4889-ad23-cfb95ab4e59a","resolution":{"observed_at":"2026-08-11T01:09:29.134746Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:29.046568Z","title":"O ptimality and approximate optimality of source-channel se paration in networks,","venue":null,"work_id":"060609b5-e637-4573-9b9d-c983c3fe3da5","year":2014},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.494829Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:34d6578d2d90791fd9adab8b604abcf85ff3836ff8a88c17734d55fff09d04c0","observation_id":"23268ae8-c167-49d6-ad03-6d1aace13b6d","resolution":{"observed_at":"2026-08-11T01:09:29.057555Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:28.998447Z","title":"Broadcasting correlated vector Gaussians,","venue":null,"work_id":"4c59a258-bfe9-42d6-b27e-9f4df03a816f","year":2015},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.547535Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:096fa1b3d3b23e943a3e75c3d47c2df1f9733d1ac1aa0d5c0c614cd873560cac","observation_id":"4862072b-073e-45f1-99e0-107c5d8acfda","resolution":{"observed_at":"2026-08-11T01:09:29.010468Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:28.926403Z","title":"Outer Bounds on the admissible s ource region for broadcast channels with correlated source s,","venue":null,"work_id":"3e27daca-910f-4a5c-8d24-0ac9cbdd7958","year":2015},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.580119Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:57c4dd6216bb743f1a3893c9246090e51e327965872adfa12a48f3134ea8c899","observation_id":"419fd418-913d-4617-b719-0f2b7b18a486","resolution":{"observed_at":"2026-08-11T01:09:28.952819Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:28.872414Z","title":"A source-channel separation th eorem with application to the source broadcast problem,","venue":null,"work_id":"7e3ee0c4-86ab-44e1-a279-68e96e643b7b","year":2016},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.604749Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:e5b6a67ffb049df7176113e92ad9b905b52e61a851d2bddbdfb2f1bb36acbfc5","observation_id":"dc625aec-a5ce-4f5d-95ce-80eb3c2ce79d","resolution":{"observed_at":"2026-08-11T01:09:28.878842Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:28.838489Z","title":"M atched multiuser Gaussian source channel communications v ia uncoded schemes,","venue":null,"work_id":"19b06e73-044f-4588-af1b-736db6ff77ec","year":2017},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.623721Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:fe03d86898e1748705f50683d79b2734739050979c3e5ce301ecbbd3815f91ba","observation_id":"6f525dcf-127d-46d3-a378-13b56e30ef06","resolution":{"observed_at":"2026-08-11T01:09:28.851526Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:26.635508Z","title":"El Gamal and Y .-H","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.635508Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:291f5583baa074470318e43892c259b0dcf9ba952a24a82dd65c6902e9d615b4","observation_id":"e226cca0-0598-49a2-82cd-e42410cf88b4","resolution":{"observed_at":"2026-08-11T01:09:26.635508Z","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":"2026-08-11T01:09:28.704828Z","title":"Csisz´ ar and J","venue":null,"work_id":"29cb2c1f-cd08-436b-8f00-45dafa400fd6","year":1981},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.650991Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:0179ed5092eb26162952045754466dbee78f9b15c304c83ec168e899ca4273fe","observation_id":"ba759e12-b8ee-496d-82ae-67078467969e","resolution":{"observed_at":"2026-08-11T01:09:28.744784Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:28.513223Z","title":"To code, or not to code: Lossy source–channel communication revisited,","venue":null,"work_id":"bcc6738e-d616-485b-adfe-2edd0aae0486","year":2023},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.694835Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:97c12202322341a7087a900eb252f11106164f1c5eb31962f3f61a6e56acacf2","observation_id":"441df341-c0bc-48c3-9ad3-acc9c1487d07","resolution":{"observed_at":"2026-08-11T01:09:28.574831Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:28.374753Z","title":"Jelinek, Probabilistic Information Theory","venue":null,"work_id":"249410c9-9f3a-47d1-8eb2-ef4077e2d088","year":1968},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.754747Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:c73db2cac6d6df73a67ce7b59d0ef933b5f7568e9019fffdf3f9c7a7e84df3ea","observation_id":"21a1c15c-9563-4eba-be82-6cf31978db35","resolution":{"observed_at":"2026-08-11T01:09:28.414877Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:28.214870Z","title":null,"venue":null,"work_id":"49819a6a-5cd6-4ba4-9af2-b04b3aac8427","year":1977},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.773908Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:977b58a04f5d3ad084f6608db7eab67a1f13a1220f3b4e4233de5babc96332e3","observation_id":"febbe7d9-9f91-48a6-90c8-60025375d057","resolution":{"observed_at":"2026-08-11T01:09:28.254741Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:28.084756Z","title":"Theoretical limitations on the transmi ssion of data from analog sources,","venue":null,"work_id":"4500bddf-eaa1-4eea-a90a-5a632db95415","year":1965},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.799190Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:a77966cf925d7583eb6b6fd5321871d824f337d49388ff4009413d8c669c2c7d","observation_id":"4db0e8d7-8a47-4728-b6e0-1fef07eb6b3c","resolution":{"observed_at":"2026-08-11T01:09:28.127546Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:27.970119Z","title":"A unified approach to h ybrid coding,","venue":null,"work_id":"ab4676cb-7c19-4cda-b3c2-9eac3cc4fbd3","year":2015},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.830807Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:af9089a11ddb0cd6a2e5a0eb555de0a0076c52528e5ab276abbb5cd3427c0c08","observation_id":"a13d0c85-7407-4903-8682-bda50fad6806","resolution":{"observed_at":"2026-08-11T01:09:27.986404Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:26.867131Z","title":null,"venue":null,"work_id":null,"year":1991},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.867131Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:2cc1ab8dd874cd985ad023bca56a1ac3899fd2a19e9e05ab6fd8427b0e1439ef","observation_id":"6fe8cd1b-5214-45e4-9f64-1ec201d4e078","resolution":{"observed_at":"2026-08-11T01:09:26.867131Z","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":"2026-08-11T01:09:27.704749Z","title":"The likelihood encode r for lossy compression,","venue":null,"work_id":"9c73d8d7-465c-479e-868b-bcfa4706378d","year":2016},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.907477Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:3503ed60cd2063f3000441728e18ec88aabe63cbfbb45ced4285f59054c269f2","observation_id":"6f7f36fa-b115-4a6f-9b67-0984b59631b2","resolution":{"observed_at":"2026-08-11T01:09:27.744752Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-11T01:09:27.652006Z","title":"Soft covering with high probability,","venue":null,"work_id":"fb0823ff-a659-4ef9-bf7f-f911f3cebf0e","year":2016},"citing_paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-11T01:09:26.913133Z"},"links":{"citing_paper":"/paper/2412.19025"},"observation_digest":"sha256:83bbfce273cf0eadd0e7d22da22ab88b2ced0d32bb57d056ff8f5c718ef551e1","observation_id":"bafd00f9-b7e4-43f0-b667-7b8393d0a98d","resolution":{"observed_at":"2026-08-11T01:09:27.667411Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2412.19025","last_updated":"2024-12-26T02:23:08Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-08-13T08:22:14.598328Z","submitted_at":"2024-12-26T02:23:08Z","title":"Channel-Aware Optimal Transport: A Theoretical Framework for Generative Communication"},"reference_resolution":{"displayed":44,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":6,"verified_exact":2,"verified_fuzzy":36},"total_outbound_references":44},"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":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 16 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2412.19025."}