{"as_of":"2026-08-10T14:55:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:014ac2172d17cd33c431a70e84b15b86601a9c573d86f47b95247b085c01ab78","coverage":[{"denominator":61,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":61,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T16:55:29.547181Z","state":"measured"},{"denominator":61,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":61,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+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/2502.06095/citation-record","integrity":"/paper/2502.06095/integrity","json":"/paper/2502.06095/citation-record.json","paper":"/paper/2502.06095"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T16:55:30.629984Z","title":"Shannon and W","venue":null,"work_id":"99683c5f-c080-4a86-b511-cdaf465a01ea","year":1998},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.268290Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:aba15b154f1e7f48425ecc155bf17629b21b309c1a42dbb1fb4c3e605ae51f84","observation_id":"a4f45a51-85dd-4def-bb59-2219cc4cdb72","resolution":{"observed_at":"2026-08-08T16:55:30.634215Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.615614Z","title":"Outline of a theory of strongly semantic inf ormation,","venue":null,"work_id":"71fec97c-1451-423c-bded-f356ed046880","year":2004},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.274119Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:e69c2cd13ef21c4335b168e57948ea8d0bd878859b8d1572e0c8fb9d51e8cc8c","observation_id":"b798f46e-5e1f-4c6e-aa1e-2563201b3ee0","resolution":{"observed_at":"2026-08-08T16:55:30.620044Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.600152Z","title":"The semantics latent in shannon informatio n,","venue":null,"work_id":"686c7cf4-81b2-4761-9f14-cf0b5152ec45","year":2019},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.279028Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:57179ca7404a1ccbff2504d21907de734643fb46d519fcd261fe9bdd43d32a61","observation_id":"f5935deb-4c2b-4dda-9560-534cc27d11fb","resolution":{"observed_at":"2026-08-08T16:55:30.605402Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.584232Z","title":"A theory of semantic information,","venue":null,"work_id":"ab2c37c1-199a-4eec-86b2-75eca985621c","year":2017},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.284232Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:172bfc708538e84827daf1bbce42fee900228b0d8807a10ef7dbf994fee413b5","observation_id":"0bc3ab2a-434c-4d3c-b43a-b2f55d6d8dbd","resolution":{"observed_at":"2026-08-08T16:55:30.589385Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.569226Z","title":"A theory of semantic com munication,","venue":null,"work_id":"96c8b4ee-628f-46af-8ce4-5707485fd9f7","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.289249Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:d497227822c8e2e0c27420c5488b90e4567975f0fcee51a84b82ef4762c90ae7","observation_id":"0a2bdeb6-bcbc-400e-bdaa-630ba131150f","resolution":{"observed_at":"2026-08-08T16:55:30.574062Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2401.17556","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T16:55:29.827578Z","title":"Model-t heoretic logic for mathematical theory of semantic informa tion and communication,","venue":null,"work_id":"d50dd0dd-17e8-45cb-aa4a-4910bcc90690","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.294032Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:78f0afd202cef9a1fe3d52e753f4282a3222a0961fec624054100fb84fb93abd","observation_id":"c4e496d1-9664-4506-b8f1-650e0b941bc9","resolution":{"observed_at":"2026-08-08T16:55:29.835853Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.554820Z","title":"Deep hierarchi cal semantic segmentation,","venue":null,"work_id":"3802ded8-cc06-4353-bc2d-d500ff5b063a","year":2022},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.299319Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:5577936892ee367bf598392c329a37e64ec259cd85690030013ee70c7f6e8330","observation_id":"2b94799b-f8b1-4fea-aae1-d65e0529f809","resolution":{"observed_at":"2026-08-08T16:55:30.559562Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.539222Z","title":"Deep learning-based i mage semantic coding for semantic communications,","venue":null,"work_id":"6ac0b197-7b69-424c-bb36-43aeebc0f068","year":2021},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.304154Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:1b5f10d31e4917cc06702006bfa5c042d263da7d63b411d7b97fc3d00a4f62c2","observation_id":"ece8a436-f752-4e82-ad85-5f14d2c1612c","resolution":{"observed_at":"2026-08-08T16:55:30.544350Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.524072Z","title":"Visual cod ing in a semantic hierarchy,","venue":null,"work_id":"0ff341a8-a1ae-4131-b427-13059703b584","year":2015},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.309006Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:22c4ce492dee13dc6fc5486811dc5e8940a442f6b6422a77694f6432c923239a","observation_id":"9ed88a9a-8e11-418b-bad0-43b15889b3a2","resolution":{"observed_at":"2026-08-08T16:55:30.528896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.509422Z","title":"Semantic image segm entation with contextual hierarchical models,","venue":null,"work_id":"6159f85e-6863-46dd-a008-4ce6e56d53b6","year":2016},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.313454Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:cf9ae2152d2d9b2dcae074bde7eec5581c46dce135c4a0b75d66f264438b8c31","observation_id":"7c2734c5-8889-481b-a5e4-eb51f3fc5d03","resolution":{"observed_at":"2026-08-08T16:55:30.514186Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.493777Z","title":"Hierarchica l video content description and summarization using unified semantic and visual similarity,","venue":null,"work_id":"7b59db9f-5f7d-4409-9207-217db665c630","year":2003},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.318058Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:30e960e84da73623abf16e59ed5624830c7f06ab76ebed112b5e1cafea0b4505","observation_id":"3b01abf6-8c45-422a-b046-d9fd9311f4a7","resolution":{"observed_at":"2026-08-08T16:55:30.498512Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.479311Z","title":"Joint sou rce-channel coding for video communications,","venue":null,"work_id":"018bd927-50b5-4878-874c-3e6b6ed697e3","year":2005},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.322976Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:bce737bf7f663aa869422d462db0e6c38b40d34fbb2e313988c97109b6064e5c","observation_id":"bb6f527f-6196-46d0-a186-c18b257caba7","resolution":{"observed_at":"2026-08-08T16:55:30.484149Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.464101Z","title":"Auto-encoding variationa l bayes,","venue":null,"work_id":"6f80a62d-23d6-4a36-b1c0-b587d64dd513","year":2022},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.327518Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:9cfc37ae25b1ccd7932f80c5e071a9ee43283e4f1b43611b677b45a02597b1be","observation_id":"77ac8c3f-0d30-4e3b-96ca-cff368d1f460","resolution":{"observed_at":"2026-08-08T16:55:30.469344Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.02140","last_updated":"2024-02-03T13:08:39Z","snapshot_observed_at":"2026-08-01T16:02:12.022041Z","submitted_at":"2024-02-03T13:08:39Z","title":"Generative Visual Compression: A Review","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.02140","snapshot_observed_at":"2026-08-08T16:55:29.332107Z","title":"Generative v isual compression: A review,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.332107Z"},"links":{"cited_paper":"/paper/2402.02140","citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:250c37c0fc8b628602662934d7969db2197133842b9f576b38f11d1905bbc2b1","observation_id":"e2b4d77f-9226-4b88-a958-8dd9822f6b47","resolution":{"observed_at":"2026-08-08T16:55:29.332107Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.20237","last_updated":"2024-03-29T15:28:22Z","snapshot_observed_at":"2026-07-06T17:53:06.519891Z","submitted_at":"2024-03-29T15:28:22Z","title":"Evolving Semantic Communication with Generative Model","version":1},"cited_work":{"arxiv_id":"2403.20237","doi":null,"metadata_source":"pith","pith_arxiv_id":"2403.20237","snapshot_observed_at":"2026-08-08T16:55:29.681718Z","title":"Evolving Semantic Communication with Generative Model","venue":"eess.SP","work_id":"54b90b49-576f-4d0f-b61f-f49c18f9ce26","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.337467Z"},"links":{"cited_paper":"/paper/2403.20237","citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:1e238d7f50a3fd446d6ced16620d41f8b139d4b9283d3cfaf2c0c1fdac372736","observation_id":"756801ef-b0aa-4a81-ad89-fccdd1382837","resolution":{"observed_at":"2026-08-08T16:55:29.686808Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1301.3781","last_updated":"2013-09-07T00:30:40Z","snapshot_observed_at":"2026-07-06T03:04:11.148340Z","submitted_at":"2013-01-16T18:24:43Z","title":"Efficient Estimation of Word Representations in Vector Space","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1301.3781","snapshot_observed_at":"2026-08-08T16:55:29.342411Z","title":"Efficient estimation of word representati ons in vector space,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.342411Z"},"links":{"cited_paper":"/paper/1301.3781","citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:5a6a0205c4fe43bb531dbdfd45710b7e61e9eb3851b08a439ea89677d6b41b64","observation_id":"f9b9bd73-26de-40c0-b817-8fde92877bac","resolution":{"observed_at":"2026-08-08T16:55:29.342411Z","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":"2026-08-08T16:55:30.449700Z","title":"Joint source–channel coding: Fundamentals and recent progress in practical designs,","venue":null,"work_id":"628b36a4-5496-450a-b5a6-b01e220cfb82","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.346835Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:bc7ed34246b431b9d5b6c5b208e99c8907726734fb8b22024b2df439d0864f2a","observation_id":"24b5b75d-2ab4-45f5-bfa5-1be9f2c810e6","resolution":{"observed_at":"2026-08-08T16:55:30.454443Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.434445Z","title":"Temporal and spatial error concea lment techniques for hierarchical MPEG-2 video codec,","venue":null,"work_id":"ff40a27e-cee8-45c9-b281-0163a5104011","year":1995},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.350819Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:b1d83773e0939748e7e018ebe96b763cb018079de27b9020d1c11bbe64d8b557","observation_id":"e150cc01-9de4-449c-bc35-61b863a15683","resolution":{"observed_at":"2026-08-08T16:55:30.439254Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.420521Z","title":"What is semantic communication? a view on conveying meaning in the era of machine intelligence,","venue":null,"work_id":"a5acbc04-104e-4487-ad25-a3c2eae7a887","year":2021},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.354865Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:93e3a27ced4da7f42f8a46513c0d492d06e3f625defba7da9e00c168a29fb394","observation_id":"9ce75027-adee-42d8-8df8-53cd3ba12dec","resolution":{"observed_at":"2026-08-08T16:55:30.424591Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.407273Z","title":"Coding theorems for a discrete source with a fidelity crite rion,","venue":null,"work_id":"f20c745f-1281-4a2e-ab18-fc172d4e8911","year":1959},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.359213Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:746de18711f41b2cab3269c3f29c5faebfc9e1acf430d376045cc9e8811cb66b","observation_id":"72f78789-bc0f-445e-9729-efdb132f0fd4","resolution":{"observed_at":"2026-08-08T16:55:30.411412Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.393727Z","title":"Lossy joint source-channel c oding in the finite blocklength regime,","venue":null,"work_id":"28ee2126-cbc3-4ca8-ab4b-3b99228b00fd","year":2013},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.363564Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:a429fb40bf8c178467b3160cd4720369be30857ce632a328218e764f13c42328","observation_id":"9a888966-49e6-4516-bf88-429d71e86bfb","resolution":{"observed_at":"2026-08-08T16:55:30.398247Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.378682Z","title":"Joint source–channel coding: Fundamentals and recent progress in practical designs,","venue":null,"work_id":"bed073e9-8edc-4574-9d1f-d641eb8c8190","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.367530Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:78344646c040bacbb5a85d13c771046d92205091e72fa2a8775ed66bbcef040a","observation_id":"8eca7be1-d9ee-4cd1-b002-a4df3a2ccdd6","resolution":{"observed_at":"2026-08-08T16:55:30.383336Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.364045Z","title":"Semantic communications with variable-length coding for extended reality,","venue":null,"work_id":"54837362-b485-463e-8af5-3b3a29ea8ddf","year":2023},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.371685Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:9f78b51b3c83c8d7f11b35def4cd1b999f0e12e09a80b7033a06b22d20e77a44","observation_id":"a808875d-b435-4fd9-b2e9-5a4038d674bf","resolution":{"observed_at":"2026-08-08T16:55:30.368888Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.348912Z","title":"V ariable length jo int source-channel coding of text using deep neural network s,","venue":null,"work_id":"bfb24c27-22f5-4054-b9ac-035b0bee317e","year":2018},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.375644Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:10047d26b3588c6fb86ca876a4b2290ed71937c61b4f2f6b765609e3c0839828","observation_id":"1c920100-4086-4564-b2a5-1398f31862c6","resolution":{"observed_at":"2026-08-08T16:55:30.354020Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.333802Z","title":"L ossy joint source-channel coding using Raptor codes,","venue":null,"work_id":"7b60e4a0-9da7-491d-b2fd-27a8e17987e6","year":2008},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.379678Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:2b5e7c4ea33cc2d9e74de12d4054dff6d06e68353de02575fd0cbd09df4e9872","observation_id":"1fdc3867-bd32-4250-a5bf-e9d603f54490","resolution":{"observed_at":"2026-08-08T16:55:30.338573Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.318773Z","title":"Joint sou rce-channel coding for deep-space image transmission usin g rateless codes,","venue":null,"work_id":"80c27f6d-2318-4f4e-9fb0-c53b93e81511","year":2013},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.383851Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:5a4915a6d1b9c19135aef471322bdbd31418467b6722bea3c15a8b0b5ecbdf09","observation_id":"5cac2f55-322b-4a36-909c-4f253912edda","resolution":{"observed_at":"2026-08-08T16:55:30.323363Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.303533Z","title":"Operational rate-distortion performance for joint source and channel coding of images,","venue":null,"work_id":"c85eb9db-bb32-4049-afa3-f4156327b461","year":1999},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.388075Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:87a72950386a7adaeba8c67259b4251e6efbbdd3b2be0c3b1ddde2fcd3011aeb","observation_id":"d3a659a7-2933-42ed-b32d-2d36e14ea283","resolution":{"observed_at":"2026-08-08T16:55:30.308435Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.288710Z","title":"Self-synchronizing variable-l ength codes for image transmission,","venue":null,"work_id":"80f3322c-8dbf-41b1-ac1f-f65020c0d941","year":1992},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.392736Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:beef80a2c499359a97752884d6d25adf0789b58d49df8b7b6db7506e1ae7b8bd","observation_id":"dddf4a7c-0052-4532-a90a-a487147d741d","resolution":{"observed_at":"2026-08-08T16:55:30.293377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.273700Z","title":"Subband image coding using entropy-coded quantization over noisy channels,","venue":null,"work_id":"a7d45951-f4ab-420b-9f74-554802ad54e8","year":1992},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.397066Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:c992fcccc01e41c62853aca2068e065ae0dc1dc93b35ffe838a04ff2705cf208","observation_id":"7e19f52f-49f9-4307-855b-df5d7b6f86f4","resolution":{"observed_at":"2026-08-08T16:55:30.278738Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.257701Z","title":"Combined source -channel coding of images using the block cosine transform,","venue":null,"work_id":"40c4fcfc-09e7-4311-a2e0-5ee66d6c66ae","year":1981},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.401680Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:8fe6b21d1fc9d791f8b8e484466cc1e1fac8b9e11cdbfb81af6096e84622ca43","observation_id":"5dd38578-abd4-442c-82d2-35519957e74e","resolution":{"observed_at":"2026-08-08T16:55:30.262623Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.242879Z","title":"Joint source and channel coding applied to the p yramid vector quantizer,","venue":null,"work_id":"afd6d1f8-d608-4a96-b0f9-f08d3db533f7","year":1993},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.406207Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:a4525ba88bac4d1ea995c818d89cf482f0bf4efc6e45657ebabe448f40d5a3d9","observation_id":"b9c794e2-6c17-4e55-9cd9-c65daf4ce284","resolution":{"observed_at":"2026-08-08T16:55:30.247600Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.227106Z","title":"Multi-level reliability interface for semantic communi cations over wireless networks,","venue":null,"work_id":"8a87c939-9e78-4838-82ea-71251b93d0c2","year":2025},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.410999Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:cf084da8ec5a9f9f7e8b964eeaf0c2ac3bd93db3b96f7fb2df5339faa211dab7","observation_id":"6d5eac3f-77b7-4ea7-9bb6-2512975eaade","resolution":{"observed_at":"2026-08-08T16:55:30.232282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.213154Z","title":"Deep learning e nabled semantic communication systems,","venue":null,"work_id":"3cf8969a-1d40-4691-86f4-ab226e7327ff","year":2021},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.415322Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:39b53807be33e098aa4993d491ff5ac0caa2082aca06e0cc10153e4f9f8fc1b2","observation_id":"bdbc27ff-4006-4f04-a981-f7c3856f6848","resolution":{"observed_at":"2026-08-08T16:55:30.217322Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.198840Z","title":"Wireless image retrieval at the edge,","venue":null,"work_id":"dc70dee8-d76d-492d-8188-8358a785bb36","year":2021},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.419791Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:899173468b42942189ada005c7ed44244460f8eb8e82eae943d29b36d868f4b4","observation_id":"dee8167a-4225-40de-b8a1-8a0351c328d2","resolution":{"observed_at":"2026-08-08T16:55:30.203213Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.184008Z","title":"Deep j oint source-channel coding for wireless image transmissio n,","venue":null,"work_id":"11f48176-d67e-479b-9538-ca1d58b16343","year":2019},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.424217Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:94086ad4b904e4e14a9204abf0c31c57a4b5ee4f2875e21ebdff4c55889c2d23","observation_id":"d3586f42-d2a7-4abe-9d5f-98905875a057","resolution":{"observed_at":"2026-08-08T16:55:30.188474Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.168707Z","title":"Deep joint source-channel coding for semantic communications,","venue":null,"work_id":"7da7d585-ddd0-4f03-b84c-e5a5066e5418","year":2023},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.429213Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:0a7767ae22f8e3d52932ffffd1e88b9e5b4b185215a86d3a8939d973064f4f02","observation_id":"cb6633e0-e9bd-493c-be54-10593025d8a0","resolution":{"observed_at":"2026-08-08T16:55:30.173823Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.153851Z","title":"Secure Deep-JSCC against multiple eavesdroppers,","venue":null,"work_id":"6589ccd8-96e7-4265-a709-6d33a39e306d","year":2023},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.433370Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:aa3f182713fcebebde7609edbcb433fb5367f904f7919420736ac9ec4d6e6829","observation_id":"6e7ac680-2af4-41ab-b5de-aba5a25a2898","resolution":{"observed_at":"2026-08-08T16:55:30.158811Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.138011Z","title":"Nonlinear prin cipal component analysis: neural network models and applic ations,","venue":null,"work_id":"530425d0-6af4-4e27-81ae-b5b4affb7cf0","year":2008},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.437830Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:25888e2f26bfd7579d424172f315438d1124e4e6690a718e9a2d3a70eb41e5b6","observation_id":"e750ce81-2b7c-4490-b619-ec2b81c7f8b7","resolution":{"observed_at":"2026-08-08T16:55:30.143078Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.121795Z","title":"Sparse autoencoder,","venue":null,"work_id":"6cd6fc98-d500-4fbf-981b-b95409db3354","year":2011},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.442332Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:488429b1860717898281fe097c9aab36136faea92aa4ec6078ea0c861cf82cae","observation_id":"cfee265c-9601-49c2-a61f-c9e8d1470b3a","resolution":{"observed_at":"2026-08-08T16:55:30.126808Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.106024Z","title":"Stochastic bottleneck: Ra teless auto-encoder for flexible dimensionality reduction ,","venue":null,"work_id":"03c46a46-253c-4feb-8e0f-146076767be9","year":2020},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.447028Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:9f5c56a2d4cda6ba37670fd692e830e52ba77618760a23aa501735bc0ebc1a96","observation_id":"be0c9992-0a41-4093-b3a9-6a9c1e7a5135","resolution":{"observed_at":"2026-08-08T16:55:30.111474Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.090499Z","title":"Rateless deep graph joint source channel codi ng for holographic-type communication,","venue":null,"work_id":"a089fa77-4d2f-44fd-86f8-97bf12f7ad48","year":2023},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.451466Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:923dd016090847df31d92a2bebffbd7b8c7a9477babf41f2b5fef55eee247e42","observation_id":"f0db0bbe-4829-4b30-bf1b-31111896c1ff","resolution":{"observed_at":"2026-08-08T16:55:30.095497Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.075332Z","title":"Rateless coding for gaussian channels,","venue":null,"work_id":"effe25c3-8ab6-4bb1-8789-20712f9652f4","year":2012},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.456145Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:692bbac2d0cc5d3712bbf02472b074f3f067cebb335464c9346cef6507576154","observation_id":"c6e645e5-fe5b-4cb1-86a4-7922bfd4dc4f","resolution":{"observed_at":"2026-08-08T16:55:30.080268Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.059905Z","title":"Residual attention network for image classification,","venue":null,"work_id":"237e6398-61b5-4bec-ad84-d572bd26a14f","year":2017},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.460940Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:93f95492baeee56a432bf42379692e2695d34fa52c918abe5c5082e75238cad1","observation_id":"948d1201-361f-4dca-9227-21be31c9f6c8","resolution":{"observed_at":"2026-08-08T16:55:30.064995Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.044244Z","title":"V ariational inference for Mo nte Carlo objectives,","venue":null,"work_id":"12724239-2e0d-41a8-af89-1fc2b4584d46","year":2016},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.465867Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:335dc8cea41b028b975bc3aeabc291d8ae3de8dd4f1e3ddcb795ae4a307fe4e4","observation_id":"1ed34492-5019-4844-a51b-4af168ba2cd2","resolution":{"observed_at":"2026-08-08T16:55:30.049281Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.028198Z","title":"PyTorch: An imperative style, high-performance deep lear ning library,","venue":null,"work_id":"a71e8760-0e8b-4745-aba1-96e740131158","year":2019},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.470377Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:a4e471959e1c264c8f9eeeeebc7d48f43ae04ab0635aacf09ec8411702b10d10","observation_id":"834affdd-bde0-4466-80b1-7214b9491ed0","resolution":{"observed_at":"2026-08-08T16:55:30.033353Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:30.013560Z","title":"Learning multiple layers of features f rom tiny images,","venue":null,"work_id":"36ea5c03-8dcb-49ef-826f-701161fc4ebf","year":2009},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.475035Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:9cbb6b8195232c4792ffa27b328ad9cb79c7c38236f330b1338472bce47fee39","observation_id":"93a7916c-9f05-4d0f-b03d-fc6815ff4509","resolution":{"observed_at":"2026-08-08T16:55:30.018221Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.998817Z","title":"How much training is needed in multiple-antenna wireless links?","venue":null,"work_id":"3bb32461-9765-4430-9778-0f5d96bfadd9","year":2003},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.479639Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:bc79aff8bd51180f37c0b568179292f59ae0dd85ed9272fdd3beee3ba6fb0793","observation_id":"e360369e-2463-4cfd-846c-41717906d547","resolution":{"observed_at":"2026-08-08T16:55:30.003593Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.984626Z","title":"Exploiti ng diversity for ultra-reliable and low-latency wireless c ontrol,","venue":null,"work_id":"bebd3a3b-cdcc-4378-9951-d5f94b1a3bd1","year":2021},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.484138Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:9c4ecbe70a08b84c8af3eab37d980f7a09274434af6b1fa0146b38add80a42ee","observation_id":"f036b0bf-6313-4c2c-ad08-db0217123f15","resolution":{"observed_at":"2026-08-08T16:55:29.989613Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.970997Z","title":"Progressive image coding o n noisy channels,","venue":null,"work_id":"c6717859-db18-4bb3-b668-ed5f6e028986","year":1997},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.488771Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:5e9b7f7083f52426235391b3410a35b552da471fc1b915b67907dd73d534f514","observation_id":"f087c099-6897-4ecd-876c-aa3e1125074b","resolution":{"observed_at":"2026-08-08T16:55:29.975195Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.957421Z","title":null,"venue":null,"work_id":"6b5dcecb-81d7-45a1-afa7-cff3e60cae53","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.493429Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:9946bdae768543602169b2f9a30ccc6c3bcb1075d4cd388d6344d1d4a0ef9369","observation_id":"1e465f13-79f8-453a-ba1a-467874be61be","resolution":{"observed_at":"2026-08-08T16:55:29.961714Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.942656Z","title":"A lighter UDP,","venue":null,"work_id":"b7792028-caac-48ae-b760-7cb5cf37c423","year":1999},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.497893Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:4f2790062092d327f1883af81194067b47937e99a98345eb75f613424469cc88","observation_id":"81074d90-8a04-42a2-8746-e613c77e32d5","resolution":{"observed_at":"2026-08-08T16:55:29.947277Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.927396Z","title":"Com munication and control interfacing for co-design of wirele ss control systems,","venue":null,"work_id":"cc3f6bb8-6ad5-44e2-9ee0-8b50d277ef4f","year":2023},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.502657Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:d5878815eefc33da62cc2bf7606c7a08344b6439dd3dd9bc9e65d40ab776ba04","observation_id":"a51245b7-76e8-4496-a417-58a350b95b8c","resolution":{"observed_at":"2026-08-08T16:55:29.932334Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.910843Z","title":"DeepRx: fully convolutional deep learning receiver,","venue":null,"work_id":"b2cd178b-1cff-45ea-8ed4-a32032da5fb9","year":2021},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.508277Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:d08996ea8e56c70ed101f58d1c0dff766cff6ed6342e003d340c44594f5095dc","observation_id":"0b62cc3b-c16a-4132-8f79-8b6ffc2b5d9f","resolution":{"observed_at":"2026-08-08T16:55:29.916293Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2006.03669","last_updated":"2020-08-01T16:55:53Z","snapshot_observed_at":"2026-08-07T23:42:06.359905Z","submitted_at":"2020-06-05T20:28:56Z","title":"An Overview of Neural Network Compression","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2006.03669","snapshot_observed_at":"2026-08-08T16:55:29.513255Z","title":"An overview of neural network compression ,","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.513255Z"},"links":{"cited_paper":"/paper/2006.03669","citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:7cd129acbf97f906af053cdc032793a3fdeca0f9330ce2a498e28d3c98f0c7bf","observation_id":"680c6e5b-fc12-49f3-bb84-33bd805829ba","resolution":{"observed_at":"2026-08-08T16:55:29.513255Z","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":"2026-08-08T16:55:29.895007Z","title":"Beyond transmitting bits: Context, semantics, and task-oriented communicatio ns,","venue":null,"work_id":"b075481d-09d2-415e-b854-a7bbc760714b","year":2022},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.518425Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:907c51cacd8929c3455ff90bfbbe821b5c76a689db6d0e2749a459db8eb937b9","observation_id":"f89f6f81-4ec9-4c21-b10d-0ab255ca854b","resolution":{"observed_at":"2026-08-08T16:55:29.899846Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.12203","last_updated":"2024-07-16T22:10:14Z","snapshot_observed_at":"2026-07-06T18:47:29.911559Z","submitted_at":"2024-07-16T22:10:14Z","title":"Semantic Communication for the Internet of Sounds: Architecture, Design Principles, and Challenges","version":1},"cited_work":{"arxiv_id":"2407.12203","doi":null,"metadata_source":"pith","pith_arxiv_id":"2407.12203","snapshot_observed_at":"2026-08-08T16:55:29.626337Z","title":"Semantic Communication for the Internet of Sounds: Architecture, Design Principles, and Challenges","venue":"eess.AS","work_id":"975eee26-b388-4bca-9f16-12f185379085","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.523141Z"},"links":{"cited_paper":"/paper/2407.12203","citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:d670be318838239f95e0de8c4d3982c826d70a8578c136b2b6176b33e4e56363","observation_id":"ee6ecac3-6163-42b8-9a07-00a4fcd2d78e","resolution":{"observed_at":"2026-08-08T16:55:29.631906Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2201.01389","last_updated":"2022-06-27T09:41:14Z","snapshot_observed_at":"2026-08-10T14:27:46.170019Z","submitted_at":"2021-12-30T16:32:00Z","title":"Semantic Communications: Principles and Challenges","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2201.01389","snapshot_observed_at":"2026-08-08T16:55:29.529493Z","title":"Semantic comm unications: Principles and challenges,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.529493Z"},"links":{"cited_paper":"/paper/2201.01389","citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:212dd8361272bb2bb20064f24f563a2aa0d534d51cdb718d22797819b5d3721f","observation_id":"fbb9c478-07d8-48dc-b23c-56071398bcd4","resolution":{"observed_at":"2026-08-08T16:55:29.529493Z","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":"2026-08-08T16:55:29.879531Z","title":"Semantic communication s: Overview, open issues, and future research directions,","venue":null,"work_id":"da7e16cc-09ff-4d06-81e9-db9847b3a54d","year":2022},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.534471Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:b810f6a56e312a5ba89078046faaf4a63ee3d82e172ef8f73c85b55c7a0fb239","observation_id":"fda28898-30ca-4fea-965c-e0f3a047b884","resolution":{"observed_at":"2026-08-08T16:55:29.884618Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.863569Z","title":"From semantic communi cation to semantic-aware networking: Model, architecture , and open problems,","venue":null,"work_id":"d40089fc-cd48-4030-9f9b-9334b1d86cf5","year":2021},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.538468Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:aaa375da6627a05de2dfd1e9a519906d44df4445a3723df3155d67e0b9727569","observation_id":"de87fa61-caa5-4bab-8197-143c5b40ec07","resolution":{"observed_at":"2026-08-08T16:55:29.868975Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.16458","last_updated":"2024-07-23T10:35:34Z","snapshot_observed_at":"2026-08-04T09:14:03.070925Z","submitted_at":"2024-03-25T06:41:25Z","title":"Next Generation Advanced Transceiver Technologies for 6G and Beyond","version":3},"cited_work":{"arxiv_id":"2403.16458","doi":null,"metadata_source":"pith","pith_arxiv_id":"2403.16458","snapshot_observed_at":"2026-08-08T16:55:29.585069Z","title":"Next Generation Advanced Transceiver Technologies for 6G and Beyond","venue":"cs.IT","work_id":"ecf4b67e-a985-4f30-a11d-c9dda8355b2b","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.542846Z"},"links":{"cited_paper":"/paper/2403.16458","citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:1e32c8db2f3f4e671b29b3d211fda284bd3a7e90240448dc91a270253dd8b31b","observation_id":"f4f8998b-abd9-495e-a042-ec1e78111c62","resolution":{"observed_at":"2026-08-08T16:55:29.592342Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+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":"2026-08-08T16:55:29.846985Z","title":"A survey on goal-o riented semantic communication: Techniques, challenges, and future directions,","venue":null,"work_id":"b3b4ca8e-2e09-49a7-a61a-0b94e91ef570","year":2024},"citing_paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-08T16:55:29.547181Z"},"links":{"citing_paper":"/paper/2502.06095"},"observation_digest":"sha256:2a51c487dea01adf915890c96d939e813a5c72e0f5770f61340c1ff9b65f4907","observation_id":"ee715047-e71b-43ae-9f01-2278cc513c0b","resolution":{"observed_at":"2026-08-08T16:55:29.851969Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2502.06095","last_updated":"2025-02-10T01:49:16Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-08-10T10:57:46.006857Z","submitted_at":"2025-02-10T01:49:16Z","title":"Rateless Joint Source-Channel Coding, and a Blueprint for 6G Semantic Communications System Design"},"reference_resolution":{"displayed":61,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":4,"verified_fuzzy":52},"total_outbound_references":61},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2502.06095."}