{"as_of":"2026-08-15T10:13:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:528d6afd7b58d72dd92734d9ff3ae9cbdd0589cc741092bd18e7b852e009cab7","coverage":[{"denominator":54,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":54,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T22:10:52.842221Z","state":"measured"},{"denominator":54,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":54,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2501.02738/citation-record","integrity":"/paper/2501.02738/integrity","json":"/paper/2501.02738/citation-record.json","paper":"/paper/2501.02738"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T22:10:53.551792Z","title":"Semantic communications for future internet: Fundamentals, applications, and challenges,","venue":null,"work_id":"8f38d88e-edbf-4a1b-ac3c-9aa836b8ebb8","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.659925Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:3b5ae34c87c33eabb1874b09bbcbf1635051c5235d14060aba10d5161db5cdb2","observation_id":"caa701fa-7c2c-4cdd-aa2c-269de0e92738","resolution":{"observed_at":"2026-08-10T22:10:53.558017Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.534183Z","title":"Toward wisdom-evolutionary and primitive- concise 6G: A new paradigm of semantic communication networks,","venue":null,"work_id":"43652550-29c5-48a2-b0a8-1b97770eb3a7","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.663993Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:4aadb993c45dcc12ffdf1f7f0fcc3df9e234b82cdbc65315175b242394a5201b","observation_id":"997de4df-8e80-46e4-9760-338aac687a2b","resolution":{"observed_at":"2026-08-10T22:10:53.538051Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.521240Z","title":"Beyond transmitting bits: Context, semantics, and task-oriented communications,","venue":null,"work_id":"62f77f43-399e-4e7e-bf93-5fa91da5235c","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.668304Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:789f933ae9c64ae2ed5363bbc338a2d8d5a278477146d43ea11d24b3ff873a87","observation_id":"0668ee22-c4a2-49c9-86ad-3abc8cf6b533","resolution":{"observed_at":"2026-08-10T22:10:53.525222Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.508311Z","title":"Deep joint source- channel coding for wireless image transmission,","venue":null,"work_id":"57d989fc-da76-406d-b653-824b2fb6c863","year":2019},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.672724Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:f1ed1be2b935695cf267f56ab467f8b86c11916745cbec59d7f272d44e704ab5","observation_id":"9c4771e5-e0d1-45fe-81e2-a2a9f8683e0f","resolution":{"observed_at":"2026-08-10T22:10:53.512687Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.491054Z","title":"Wireless image retrieval at the edge,","venue":null,"work_id":"46397ab5-3591-46ce-b2f7-f79f533a37de","year":2021},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.676858Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:cfa92fe15df70c1a89fa3feca0bc8b6a11c35c34d07c130bdb9667d0fffcfea1","observation_id":"d294f51f-6cae-4ada-869d-5231774da9b7","resolution":{"observed_at":"2026-08-10T22:10:53.497045Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.477376Z","title":"Deep learning enabled semantic communications with speech recognition and synthesis,","venue":null,"work_id":"b2bb05f7-70ad-4aa1-afeb-177895eb75a3","year":2023},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.681064Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:44042b97680df4d06d8364da7cd8cbf491b84d0ddca90ab98d50e84d29cfefa8","observation_id":"c9f7850e-194c-4df6-a38f-c57d3734c148","resolution":{"observed_at":"2026-08-10T22:10:53.481268Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:52.684810Z","title":"Nonlinear transform source-channel coding for semantic communications,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.684810Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:ed5a67664dddb4680413f822513b005a5a697875b0d1b869c7ea98bb5603bbbd","observation_id":"bd5c66d0-8513-43d6-9d9b-364399090bb0","resolution":{"observed_at":"2026-08-10T22:10:52.684810Z","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":"2026-08-10T22:10:53.448040Z","title":"DeepJSCC-f: Deep joint source-channel coding of images with feedback,","venue":null,"work_id":"433f6d28-2947-490c-914b-a1e53a5336fc","year":2020},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.687790Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:0cfc265d15040d742ce64ad91c997effbbeb207999d73cceddc775ceb37ccccd","observation_id":"253986e1-75c0-4dd0-a77d-d4a52260fd0a","resolution":{"observed_at":"2026-08-10T22:10:53.453295Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.432048Z","title":"Deep joint source-channel coding for adaptive image transmission over MIMO channels,","venue":null,"work_id":"ae5fa2ae-9a1e-4666-8f1b-286124cc8761","year":2024},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.691181Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:65258a54cd6782883d27dc8ef589750a1a2dcb97c6a34513d6d0aa1a8ac1e525","observation_id":"78995ca1-3cc6-449c-b80d-098b79bca122","resolution":{"observed_at":"2026-08-10T22:10:53.436848Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.416335Z","title":"Autoencoder-based semantic communication systems with relay channels,","venue":null,"work_id":"f799b2fe-4512-40b5-96f3-4d806e09b0c8","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.695360Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:63a539bc64db7f371f288e5864bef9c3575b06a16f8931cf75a7abaa5ae60e5b","observation_id":"9db518f0-c2b7-43ad-bcf5-a6aa3e4d8e07","resolution":{"observed_at":"2026-08-10T22:10:53.420994Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2211.06705","last_updated":"2024-03-18T22:22:40Z","snapshot_observed_at":"2026-08-14T04:52:02.332858Z","submitted_at":"2022-11-12T16:51:24Z","title":"Deep Joint Source-Channel Coding Over Cooperative Relay Networks","version":2},"cited_work":{"arxiv_id":"2211.06705","doi":null,"metadata_source":"pith","pith_arxiv_id":"2211.06705","snapshot_observed_at":"2026-08-10T22:10:52.953033Z","title":"Deep Joint Source-Channel Coding Over Cooperative Relay Networks","venue":"cs.IT","work_id":"5165bcca-1df2-4140-b03c-650036e08ca8","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.699624Z"},"links":{"cited_paper":"/paper/2211.06705","citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:3de012780ac14fec6d150cc8d2fe0b4d66aa47d80380eaf0b6b12e84a9e49eb4","observation_id":"1f1c1c0a-b034-4440-bd84-8353374e6b8e","resolution":{"observed_at":"2026-08-10T22:10:52.956419Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.403135Z","title":"Robust semantic communications with masked VQ-V AE enabled codebook,","venue":null,"work_id":"cbe841d1-c081-4656-a5ad-2c2f379b0ced","year":2023},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.704031Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:95d32946af46e8bce97b3b7d37c94d9a1dd4f83f077c9dc2c49de42a8ac0efae","observation_id":"27a05d46-caf6-404c-8de8-5ea6da3afbf8","resolution":{"observed_at":"2026-08-10T22:10:53.407944Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.392294Z","title":"Deep source-channel coding for sentence semantic transmission with HARQ,","venue":null,"work_id":"ef4c2093-e433-40f6-839a-992c070ff2c5","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.707385Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:136e02141367ec2c6580a4bbdd3d7752047269e99f7cbb9634ac2c115661a458","observation_id":"c6a0dd50-c34c-46bb-9e44-b5bd4df03137","resolution":{"observed_at":"2026-08-10T22:10:53.396642Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.375781Z","title":"DeepJSCC- Q: constellation constrained deep joint source-channel coding,","venue":null,"work_id":"69e7774b-f952-4a5a-bc29-b6bcd1b00d3e","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.711222Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:6e946f429152705c1e06b47558108e70ff8a85565d4e0c551ddad31298838602","observation_id":"7fdf02d5-c37b-444f-bd91-9d9727f85b87","resolution":{"observed_at":"2026-08-10T22:10:53.380972Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.13580","last_updated":"2023-08-13T03:26:27Z","snapshot_observed_at":"2026-08-13T22:26:26.462509Z","submitted_at":"2023-02-27T08:34:37Z","title":"Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.13580","snapshot_observed_at":"2026-08-10T22:10:52.715080Z","title":"Joint task and data oriented semantic communications: A deep separate source- channel coding scheme,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.715080Z"},"links":{"cited_paper":"/paper/2302.13580","citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:8544073874be000ea43500edb2ae92f7b748aed6def0365d14ae94e30f8d1ae0","observation_id":"a62e9449-8b51-4372-b40c-16029dd1c970","resolution":{"observed_at":"2026-08-10T22:10:52.715080Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.16741","last_updated":"2022-10-30T04:17:16Z","snapshot_observed_at":"2026-08-13T13:53:49.148969Z","submitted_at":"2022-10-30T04:17:16Z","title":"Versatile Semantic Coded Transmission over MIMO Fading Channels","version":1},"cited_work":{"arxiv_id":"2210.16741","doi":null,"metadata_source":"pith","pith_arxiv_id":"2210.16741","snapshot_observed_at":"2026-08-10T22:10:52.922882Z","title":"Versatile Semantic Coded Transmission over MIMO Fading Channels","venue":"cs.IT","work_id":"1e72467a-6730-400c-a750-4acd4946321d","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.719329Z"},"links":{"cited_paper":"/paper/2210.16741","citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:49d8f504f1e89d4f97cd5feb1a4642f2b3769717c73cce735c5e2e714d22470b","observation_id":"b2da0ca3-f4e3-4751-8b41-ecc19743b9b5","resolution":{"observed_at":"2026-08-10T22:10:52.927509Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.359207Z","title":"Deep joint source-channel and encryption coding: Secure semantic communications,","venue":null,"work_id":"01b2b06a-57e4-4df0-bb55-7e41764be493","year":2023},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.723157Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:f65707b5c72e248ad65ce0a87d8032e03e916d001ff83c1caef4feab9d808883","observation_id":"e6f29881-1bba-4ff7-b448-cc260fb27860","resolution":{"observed_at":"2026-08-10T22:10:53.363894Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.343089Z","title":"Cross-layer wireless multimedia transmission: challenges, principles, and new paradigms,","venue":null,"work_id":"15dd5530-15ff-4785-8a45-414943b61491","year":2005},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.726046Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:b3d542a14fb0ebfbdf41dd3656b02eeea387ca7759b4661d4617d6193301a516","observation_id":"db390654-849a-4e27-a0b7-c0bf19416737","resolution":{"observed_at":"2026-08-10T22:10:53.351250Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.326512Z","title":"Joint source-channel video transmis- sion,","venue":null,"work_id":"77770039-7ae8-4336-ad92-a644a59f5bf0","year":2007},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.728728Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:d52f0f0ab908f9f58cf83974eb84aad207a5e18908b6f970381de510ec9478b5","observation_id":"893074d4-397c-4cc0-aae6-77651f0477a0","resolution":{"observed_at":"2026-08-10T22:10:53.333258Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.313160Z","title":"Semantic communication meets edge intelligence,","venue":null,"work_id":"db4109cb-f4c1-4eba-bbb5-47bfb30d73c5","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.731983Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:87db9ca8ab78d87872d2c2f349eca6be62db3e077135e64361da0145a702a5c9","observation_id":"73cbda6d-6549-4a37-a171-d8e99c5580ce","resolution":{"observed_at":"2026-08-10T22:10:53.316895Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2206.05650","last_updated":"2022-06-12T03:36:38Z","snapshot_observed_at":"2026-08-14T08:33:44.631018Z","submitted_at":"2022-06-12T03:36:38Z","title":"Preprocessing Enhanced Image Compression for Machine Vision","version":1},"cited_work":{"arxiv_id":"2206.05650","doi":null,"metadata_source":"pith","pith_arxiv_id":"2206.05650","snapshot_observed_at":"2026-08-10T22:10:52.908577Z","title":"Preprocessing Enhanced Image Compression for Machine Vision","venue":"eess.IV","work_id":"dfd2454f-f43b-497b-bbdf-11a9dc053269","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.735419Z"},"links":{"cited_paper":"/paper/2206.05650","citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:4c445b7e0202231c89928a88fc8f510e1347358a380e1ec34c776ee779bd3402","observation_id":"0e856783-5e6e-4b7b-aa74-93f9e4c0ff9a","resolution":{"observed_at":"2026-08-10T22:10:52.912362Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.299201Z","title":"Semantic preprocessor for image compression for machines,","venue":null,"work_id":"1b0b2cf9-12f8-462f-a63c-da171317071f","year":2023},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.738967Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:9e624746224c7a31fa52275f91b2be3e46708fa79b6c2328df9d24f8c7c69953","observation_id":"1c3aefa5-43f9-4e30-b012-2ad27bb1fa6c","resolution":{"observed_at":"2026-08-10T22:10:53.305196Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.288562Z","title":"Transformer-empowered 6G intelligent networks: from massive MIMO processing to semantic communication,","venue":null,"work_id":"9ba11d8d-4e0c-4cdf-944a-b8a94676e623","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.742565Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:8151c79ea6dea7090bbddaebf2ea64e3153e578460bb8c19714de3543246d807","observation_id":"a9edb9c1-9870-425e-8b3a-c3b5fd6a5617","resolution":{"observed_at":"2026-08-10T22:10:53.292331Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.278436Z","title":"Personalized saliency in task-oriented semantic communications: Image transmission and performance analysis,","venue":null,"work_id":"5f94017d-a4cd-45f4-bef3-a75366cad8f6","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.746208Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:6d2ccdff6390275b75f3640fce5107fc2cd4f229fa788287317919ad6fd4e9ad","observation_id":"b6142dab-dd4b-4a2e-919c-07b4353471ca","resolution":{"observed_at":"2026-08-10T22:10:53.281757Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.266500Z","title":"BPG image format,","venue":null,"work_id":"c1b70b3e-b890-46dd-a8e2-1cb77889e4c0","year":2018},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.749178Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:e3dc07b8f1222b552741621f67e785a0b8a01147d434df41d1a8d73cceff3c43","observation_id":"277aac7f-74a5-424e-a0db-9b34f983bfa7","resolution":{"observed_at":"2026-08-10T22:10:53.270278Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.252901Z","title":"The JPEG still picture compression standard,","venue":null,"work_id":"83df7fe7-df7f-4d94-ac05-59373480b60e","year":1992},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.752309Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:b82b4afc3ae409e8cc6fba75f43e3df49454f90c86823aaa97e160a8369b7266","observation_id":"af6eefd6-1856-49ff-9c30-6ae7b4ae60f5","resolution":{"observed_at":"2026-08-10T22:10:53.258430Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.239642Z","title":"JPEG2000: Standard for interactive imaging,","venue":null,"work_id":"23b6fe2d-7399-4b4a-85f2-7c398584409b","year":2002},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.755626Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:705173d9a92a72d42f3550b0167bc2bb65e75586b5010b58164f8c93eb6d49a9","observation_id":"1ea75b75-0306-49e2-85d5-8db5dd92d8aa","resolution":{"observed_at":"2026-08-10T22:10:53.243728Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.227894Z","title":"Design of low-density parity check codes for 5G new radio,","venue":null,"work_id":"75a324bc-b5ad-4e6a-9482-324b3e14469c","year":2018},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.759069Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:7c214c701f6d0dabedc31e30a3c4e53f53d39f29318a4038f473916b82e8881f","observation_id":"ae7544e6-af9e-4e8c-b782-f4f4911c7905","resolution":{"observed_at":"2026-08-10T22:10:53.231958Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:52.761933Z","title":"Channel polarization: A method for constructing capacity achieving codes for symmetric binary-input memoryless channels,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.761933Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:86d4226ee718b5b96ac82b21a164157a6d0d24f76f7d10169ab5ec8c9ca248b5","observation_id":"90a4fb0e-3f5c-4551-8360-c0dfc43ca4bd","resolution":{"observed_at":"2026-08-10T22:10:52.761933Z","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":"2026-08-10T22:10:53.209689Z","title":"DeepJSCC-f: Deep joint source-channel coding of images with feedback,","venue":null,"work_id":"2f6ec74c-1e92-46b4-b918-0b412607b8d6","year":2020},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.765365Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:290aa0defa79c330fcc21261732a01f9c9eeaf6d50dd2b56f243b8886633eb27","observation_id":"02eb72ac-a1ff-4c4f-8140-cbd0d5f1cf73","resolution":{"observed_at":"2026-08-10T22:10:53.213644Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.197720Z","title":"Capacity of a mobile multiple antenna communication link in Rayleigh flat fading,","venue":null,"work_id":"ab55c740-f305-4299-bbea-060343452ff9","year":1999},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.769188Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:c5ee7ef0e42b904b570576b51a18144b542e454a9de9b5e1b8dde0f2d534e6d2","observation_id":"6a5a6c77-3793-46d7-ae02-26545a8cad8a","resolution":{"observed_at":"2026-08-10T22:10:53.202798Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.186424Z","title":"Massive MIMO detection techniques: A survey,","venue":null,"work_id":"a1e92216-d08f-4e56-8659-8b13380a7ceb","year":2019},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.772980Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:8fc1fbe7c965b144890a9e0277107fb1008ac9ecfb3bc4c9e3cd0389829bb256","observation_id":"417269c7-4ddf-4f00-9977-2d6b5443d393","resolution":{"observed_at":"2026-08-10T22:10:53.190433Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.175077Z","title":"Sparse-to-dense: Depth prediction from sparse depth samples and a single image,","venue":null,"work_id":"73e22c20-7296-427f-937f-fe5983cd938b","year":2018},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.775804Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:0bb62c0206b5326500c8695db3f07df63d8b87e9ccc04b9d03e265797cce0b4f","observation_id":"6d2937a7-b4f7-42cd-82aa-8724c4909932","resolution":{"observed_at":"2026-08-10T22:10:53.178539Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.163832Z","title":"Deformable convolutional networks,","venue":null,"work_id":"62e66fc0-87db-410b-ae65-44c80927bd35","year":2017},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.778676Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:f451c09b9c26a5ad01aeb167bd82177cb513e809bf49333a342e44d543ca51f4","observation_id":"2bdd65a3-ceec-405b-b547-05760aa62524","resolution":{"observed_at":"2026-08-10T22:10:53.167468Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.154132Z","title":"Strip pooling: Rethinking spatial pooling for scene parsing,","venue":null,"work_id":"4577d982-8624-480c-bb53-86640d39d13e","year":2020},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.781387Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:8225855f9300237d93ab4ff2f35a9d7e8739aef3219d1ddc2489eb4aa8b80228","observation_id":"ed74a893-1688-430d-86cb-75b3fef99cb1","resolution":{"observed_at":"2026-08-10T22:10:53.157459Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.144411Z","title":"The MIMO iterative waterfilling algorithm,","venue":null,"work_id":"0d3de41b-55ec-4446-bd34-3483a66504b3","year":1917},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.784224Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:8be3d7b1423a7e6811b6cb7abb90f7a4661c2da324f8ea73c9f831f933079fea","observation_id":"cd0f13b4-c4fb-4774-b2dc-12a0c457607f","resolution":{"observed_at":"2026-08-10T22:10:53.147718Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.134491Z","title":"Globally optimal linear precoders for finite alphabet signals over complex vector Gaussian channels,","venue":null,"work_id":"f7c011fe-7d3e-457d-adf6-f39bf25434cc","year":2011},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.787171Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:cf07a2166af1e195a6fa72e3e0db5ffca46a8c71235e011996c5b1025ddbb3b5","observation_id":"d7b5cf59-e82b-4cdd-8ce3-df03dd50b484","resolution":{"observed_at":"2026-08-10T22:10:53.137896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.124958Z","title":"An overview of 5G advanced evolution in 3GPP release 18,","venue":null,"work_id":"98316f2e-4c4a-4a95-86ef-9116a90face6","year":2022},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.790194Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:665fe11d47660f4a2316a7599dde3930e506cb296923210e0398220272e36414","observation_id":"710d22d6-5f00-4cae-be2d-bba005e42313","resolution":{"observed_at":"2026-08-10T22:10:53.128706Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.08303","last_updated":"2023-05-15T02:13:41Z","snapshot_observed_at":"2026-08-13T11:42:54.789331Z","submitted_at":"2023-05-15T02:13:41Z","title":"Deep-Unfolding for Next-Generation Transceivers","version":1},"cited_work":{"arxiv_id":"2305.08303","doi":null,"metadata_source":"pith","pith_arxiv_id":"2305.08303","snapshot_observed_at":"2026-08-10T22:10:52.895461Z","title":"Deep-Unfolding for Next-Generation Transceivers","venue":"eess.SP","work_id":"28a02220-6eb7-4b63-b13a-e4f648a8c7d8","year":2023},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.792790Z"},"links":{"cited_paper":"/paper/2305.08303","citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:9cbf412efd855cdb8eb231510431b6f3afe4763a4ca7694dae95c48c9f308362","observation_id":"7756f14c-601b-4da5-9d5d-15c75876ab0d","resolution":{"observed_at":"2026-08-10T22:10:52.898767Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.113742Z","title":"Finite-alphabet precoding for massive MU-MIMO with low-resolution DACs,","venue":null,"work_id":"a1259451-369b-4f6b-b617-e4e3a27a9207","year":2018},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.795887Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:62a56f8e178608ddd5651e4101ecbc3a696c096c601f1b9425e8dda611b5a822","observation_id":"ef2b9dd7-38b2-4907-8ef9-b332fef4243f","resolution":{"observed_at":"2026-08-10T22:10:53.117379Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.104295Z","title":"Model-Driven Deep Learning for MIMO Detection,","venue":null,"work_id":"c57f5d7f-f035-4143-b5be-baf89fc975ca","year":2020},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.798395Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:52c62b2b6d6b8bfd8ea08f99b1996b6933c17973cd865686dc080056b0696edf","observation_id":"9c00d6d2-5772-46e3-85f8-92250e77c0c3","resolution":{"observed_at":"2026-08-10T22:10:53.107585Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.092959Z","title":"The cityscapes dataset for semantic urban scene understanding,","venue":null,"work_id":"89860f23-0198-46b4-9d5f-27b78aabda56","year":2016},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.801466Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:6d987f61b2e323fadce5253b0c478f5774621a8e4a62a8b1130f07ec05bef6ed","observation_id":"c7435f18-e8d0-4894-aafc-50381f56d838","resolution":{"observed_at":"2026-08-10T22:10:53.096586Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.083115Z","title":"Semantic segmentation of outdoor panoramic images,","venue":null,"work_id":"86700487-63c4-43c6-8f72-105a959ad595","year":2021},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.804943Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:652c4725c32c569a35dcbda948b193340b685b3a5bf6dec915571e5cb37cb41a","observation_id":"e05c7fdd-c636-4d2d-b62d-eaa231e0c1dc","resolution":{"observed_at":"2026-08-10T22:10:53.086409Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.072917Z","title":"Unifying terrain awareness through real-time semantic segmentation,","venue":null,"work_id":"d09a7b01-2afe-488f-80a3-2d1c98c96319","year":2018},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.808434Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:82f60e5cfa3272edaa4834d39f6d0334b7f266add1645aa9542deb83dceaf526","observation_id":"783786df-0f53-44b3-bfde-3ed43e0213c0","resolution":{"observed_at":"2026-08-10T22:10:53.076494Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.060735Z","title":"Adam: A method for stochastic optimiza- tion,","venue":null,"work_id":"25a0d138-43de-4381-a4c2-849c37362d2f","year":2015},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.812321Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:c9870c5307af0f0b0bdb5cac06d9e7efaea99d4d9183c76277bd2d38bbfe56e8","observation_id":"36b608cc-f5a7-4217-9fd5-977a75f87299","resolution":{"observed_at":"2026-08-10T22:10:53.064916Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.045181Z","title":"A general 3-D non-stationary 5G wireless channel model","venue":null,"work_id":"d23cdf24-55c1-42b1-9398-c5722185b003","year":2018},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.815678Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:e10eba1e5537cf7f0cfa5385be23bf8039d142db17cd725cc140f75432c2ceeb","observation_id":"92a9a5fb-d7f4-4bbc-bd2e-c302401e403e","resolution":{"observed_at":"2026-08-10T22:10:53.050701Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2012.00533","last_updated":"2022-04-12T00:29:52Z","snapshot_observed_at":"2026-08-14T23:48:36.240081Z","submitted_at":"2020-11-30T04:28:55Z","title":"Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules","version":3},"cited_work":{"arxiv_id":"2012.00533","doi":null,"metadata_source":"pith","pith_arxiv_id":"2012.00533","snapshot_observed_at":"2026-08-10T22:10:52.878161Z","title":"Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules","venue":"cs.IT","work_id":"44449e4c-35a9-4e40-a87c-9c1fd06c9e7c","year":2020},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.818651Z"},"links":{"cited_paper":"/paper/2012.00533","citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:5db9ed807b2c7aa395f48f961f26588969e0d4bab53c5d1f34da1af3c8f17338","observation_id":"752b620d-fbf8-4c6e-88af-c05a6cb6eef7","resolution":{"observed_at":"2026-08-10T22:10:52.884386Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.032419Z","title":"Joint task and data oriented semantic communications: A deep separate source-channel coding scheme,","venue":null,"work_id":"03f23a91-5252-4538-b261-0f1604497545","year":2024},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.822439Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:13ff55993cff1b20a388086008effe805564216d78589467135655a507009955","observation_id":"9c96b631-d210-4376-bfb1-12637dab51e0","resolution":{"observed_at":"2026-08-10T22:10:53.036924Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.019877Z","title":"Calculation of average PSNR differences between RD- curves,","venue":null,"work_id":"1966484d-849e-436b-a26b-7918c059d760","year":2001},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.826225Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:3a8621ec8e1d47166e34c0803b67330b28b89c7a26f0c61ecc63392adbe8ede2","observation_id":"e7aa7b8f-c831-41fd-b740-d41b21081ae1","resolution":{"observed_at":"2026-08-10T22:10:53.023951Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:53.008526Z","title":"CLIC 2021: Challenge on learned image compression,","venue":null,"work_id":"a1405a6c-d263-4320-b29c-f488fedb181c","year":2021},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.829997Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:a0b3568d3debf6fa29988d1e7d761d1900dfaac330ff84faf6079677b62413a5","observation_id":"a2f9773e-72e1-467f-9730-b1b0d211c385","resolution":{"observed_at":"2026-08-10T22:10:53.012295Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:52.995134Z","title":"Grad-cam: Visual explanations from deep networks via gradient- based localization,","venue":null,"work_id":"3c0bdbaf-7704-4bc3-ade9-f854e3fd5f4f","year":2017},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.833354Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:de3f09e6087c9a9ec1d19226b9f8d1772cf6dae6b9f3c9d1f8b5ab54b23be768","observation_id":"1b1ecff2-6ec2-422c-b6bc-c40b03f1bae4","resolution":{"observed_at":"2026-08-10T22:10:52.999801Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:52.984755Z","title":"Full resolution image compression with recurrent neural networks,","venue":null,"work_id":"7290df5e-3650-491d-979d-e4047830d6a7","year":2017},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.836687Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:aa93613ce4ce880c430c8333f79e0767fe883db60abb020e6fe724421b0b47a8","observation_id":"ef769569-01dd-4794-959e-3b3ffbcf4816","resolution":{"observed_at":"2026-08-10T22:10:52.988294Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:52.973517Z","title":"EfficientDet: Scalable and efficient ob- ject detection,","venue":null,"work_id":"ebee9906-fab0-4eda-af7c-943df12331d0","year":2020},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.839588Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:be0c13e12cb94e13a79ea77fde9e7c6151f959c1929801ab209300389bb73d2c","observation_id":"d1432c18-e92f-463d-ad3c-814ee9a685a4","resolution":{"observed_at":"2026-08-10T22:10:52.977147Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-10T22:10:52.963310Z","title":"Deep residual learning for image recognition,","venue":null,"work_id":"7f15014d-9430-4169-adf6-52a22f051d92","year":2016},"citing_paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-10T22:10:52.842221Z"},"links":{"citing_paper":"/paper/2501.02738"},"observation_digest":"sha256:400b7f176e9a1263a509aab7baabc25ce0facab5b59a36cec535a46a5df4ad0c","observation_id":"dbaa7638-4cd0-4a9a-8c15-b052a4cea9b3","resolution":{"observed_at":"2026-08-10T22:10:52.966777Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.02738","last_updated":"2025-01-06T03:16:22Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-08-10T22:03:50.918259Z","submitted_at":"2025-01-06T03:16:22Z","title":"SCSC: A Novel Standards-Compatible Semantic Communication Framework for Image Transmission"},"reference_resolution":{"displayed":54,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":5,"verified_fuzzy":46},"total_outbound_references":54},"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":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2501.02738."}