{"as_of":"2026-08-07T23:48:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f652661f1f71a7a92f48b2e3ba55327d701b2be1e537a4f09521044626f5d631","coverage":[{"denominator":30,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":30,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T20:59:29.383336Z","state":"measured"},{"denominator":32,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":32,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-02T00:56:40.518107Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-02T01:06:23.718620Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"cited_work":{"arxiv_id":"2507.01333","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.01333","snapshot_observed_at":"2026-07-02T01:06:23.718620Z","title":"Multi-user generative semantic communication with intent- aware semantic-splitting multiple access","venue":null,"work_id":"a84f023f-f854-4137-b51c-f5d7ebeaf1f1","year":2025},"citing_paper":{"arxiv_id":"2604.11849","last_updated":"2026-04-13T00:41:39Z","snapshot_observed_at":"2026-07-06T23:00:08.171601Z","submitted_at":"2026-04-13T00:41:39Z","title":"Channel-Aware Preemptive Scheduling for Semantic Communication with Truncated Diffusion and Path Compensation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-10T16:22:36.886818Z"},"links":{"cited_paper":"/paper/2507.01333","citing_paper":"/paper/2604.11849"},"observation_digest":"sha256:9c14b9390153d265816a200463d3969c33e8541a701479202be1a55c036f057d","observation_id":"a64d998b-90c7-4301-a413-ca95d54e9499","resolution":{"observed_at":"2026-05-11T09:00:58.093536Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"cited_work":{"arxiv_id":"2507.01333","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.01333","snapshot_observed_at":"2026-07-02T01:06:23.718620Z","title":"Multi-user generative semantic communication with intent- aware semantic-splitting multiple access","venue":null,"work_id":"a84f023f-f854-4137-b51c-f5d7ebeaf1f1","year":2025},"citing_paper":{"arxiv_id":"2607.00316","last_updated":"2026-07-01T01:32:44Z","snapshot_observed_at":"2026-08-07T09:37:57.268208Z","submitted_at":"2026-07-01T01:32:44Z","title":"Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-07-02T00:56:40.518107Z"},"links":{"cited_paper":"/paper/2507.01333","citing_paper":"/paper/2607.00316"},"observation_digest":"sha256:798fa552568be721c37eecb59119b70be8a3598ef1af452ebdcab22237279e66","observation_id":"f63a7cc1-d819-472a-8918-fadf50fbbe07","resolution":{"observed_at":"2026-07-02T01:06:23.720455Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2507.01333/citation-record","integrity":"/paper/2507.01333/integrity","json":"/paper/2507.01333/citation-record.json","paper":"/paper/2507.01333"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:59:33.743686Z","title":"Semantic communications for future internet: Fundamen- tals, applications, and challenges,","venue":null,"work_id":"18b79248-de36-4b63-a433-ac7e23eac635","year":2022},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:27.422712Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:c309999722033c87aa8537af9a59677ff3fb34ce31baed8c1e3dedc3229499d0","observation_id":"37e9efd7-fdb9-434b-acbf-b5641c8cbfca","resolution":{"observed_at":"2026-08-06T20:59:33.814787Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:33.529413Z","title":"Deep learning enabled semantic communication systems,","venue":null,"work_id":"f1438dfd-689f-43f9-ba9c-1ecf8d3fd2ed","year":2021},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:27.504941Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:61963fab430363c48f77e8a6e1d39b2bdd9e90bdcd8d3ca2f3d6004773a9c16b","observation_id":"88ec22e6-6296-4470-8188-90814d69c23e","resolution":{"observed_at":"2026-08-06T20:59:33.640604Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:33.306874Z","title":"Rethinking generative semantic communication for multi- user systems with large language models,","venue":null,"work_id":"08854f51-2fb4-4742-ac3f-6b45b019a935","year":2025},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:27.583391Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:9a790591392de81c82c9cfac6f03bd54be9628a827f3828d3038958b968fc8de","observation_id":"27ca53a9-225a-401b-9aed-9c3849fd11fd","resolution":{"observed_at":"2026-08-06T20:59:33.406794Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:33.105989Z","title":"Scsc: A novel standards-compatible semantic communica- tion framework for image transmission,","venue":null,"work_id":"90b69602-8e63-475a-ae8e-ee16dd6d26a1","year":2025},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:27.671333Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:2743aaf557394f97f5b2922715fbb1bb513872793d595d38bfbe5a87fe1cc67b","observation_id":"c82dcf51-fc6e-4777-b044-9aeb17ebd328","resolution":{"observed_at":"2026-08-06T20:59:33.143966Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:32.868373Z","title":"Generative ai for secure physical layer communications: A survey,","venue":null,"work_id":"9dfa1398-7969-499a-b31a-f66e298d93e3","year":2024},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:27.734740Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:313e35f00be074e2823bb25d5b4c6caad1e0d9ef97ecd3ed7864dab9046b756a","observation_id":"a99a5aeb-1688-4e15-9c0e-222be87140c6","resolution":{"observed_at":"2026-08-06T20:59:32.978663Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:32.624040Z","title":"Image segmentation semantic communication over internet of vehicles,","venue":null,"work_id":"a90358f7-7e49-4b7b-aca5-e5dfd4728794","year":2023},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:27.813149Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:f6b447764c0eb29dd9a96cb57b8e7e2af9372aaccc6235cbe83c6c5558ed171b","observation_id":"28e84e50-1d2e-4715-a0a0-a1a2283a120f","resolution":{"observed_at":"2026-08-06T20:59:32.746200Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:32.389061Z","title":"Semantic communication systems for speech transmission,","venue":null,"work_id":"1ff86416-1692-4c8d-99c7-7d2eaa5b5e61","year":2021},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:27.870080Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:46beee4017ff9d030e16f37366025f2f22b7f40493dc0463ec5e19136ead8b53","observation_id":"ff7af715-f7af-4309-972a-3612cbae626f","resolution":{"observed_at":"2026-08-06T20:59:32.478418Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:32.200690Z","title":"Evolving semantic communication with generative modelling,","venue":null,"work_id":"e4794508-9950-4111-b5ff-9a96abcbe070","year":2024},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:27.987642Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:4a0ffe9a1f2db04fcb1732c7b9c131a9c95c7942cff23fcfe14f88a50d8af8a8","observation_id":"19df8113-e3a2-4727-868f-c0cb5121fe44","resolution":{"observed_at":"2026-08-06T20:59:32.293733Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.19889","last_updated":"2024-05-30T09:46:59Z","snapshot_observed_at":"2026-07-06T18:22:36.012485Z","submitted_at":"2024-05-30T09:46:59Z","title":"Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network","version":1},"cited_work":{"arxiv_id":"2405.19889","doi":null,"metadata_source":"pith","pith_arxiv_id":"2405.19889","snapshot_observed_at":"2026-08-06T20:59:29.541370Z","title":"Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network","venue":"eess.SP","work_id":"bcfba4ab-dc9e-4aef-8b5b-8c627efda7e6","year":2024},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.070897Z"},"links":{"cited_paper":"/paper/2405.19889","citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:42c0ba7be68c5e8c79e048bf853533d7e68f56fd17e9ec1c413a988cb61d40da","observation_id":"aec53e6b-6dac-4f8a-a2f3-f1ecbce480d4","resolution":{"observed_at":"2026-08-06T20:59:29.585035Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:31.962695Z","title":"Energy efficient semantic communication over wireless networks with rate splitting,","venue":null,"work_id":"6c864e31-a023-412f-9d53-b9318b1de0d2","year":2023},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.140448Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:e87c3d54b3e0af0634703ce93760e63a35fbeebbd8ad9287ddde8f2e1b732097","observation_id":"0ef18cae-ad92-401e-acaa-c20743be74fe","resolution":{"observed_at":"2026-08-06T20:59:32.062591Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:31.725108Z","title":"Scan: Semantic communication with adaptive channel feedback,","venue":null,"work_id":"6ae4e706-cbb1-445b-8be1-3afae5b9e5d5","year":2024},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.207336Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:afa7bc299cdc2f266c3b3532f0dee95aa8efd19be3daaee41e1847dc59bf26b8","observation_id":"12128db8-0d6f-4d24-a877-e1910fea20f8","resolution":{"observed_at":"2026-08-06T20:59:31.827744Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:31.554379Z","title":"Deep learning-empowered semantic communication systems with a shared knowledge base,","venue":null,"work_id":"79c1a718-b99a-4397-87e0-ef95b0b01d98","year":2023},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.282958Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:3425b00543ee35c0f92b195bc84430ee4bfee8d26bfb6063891f1d6c63f188ea","observation_id":"c926f50e-22f8-4149-9fa3-7c23d98dad59","resolution":{"observed_at":"2026-08-06T20:59:31.645009Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:31.361048Z","title":"Bert: Pre- training of deep bidirectional transformers for language understanding,","venue":null,"work_id":"0bd2c5a1-eafd-479b-8615-0828f96e8900","year":2019},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.373302Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:102699492f6f93bd8b7e42e1c382620b957da6a48030113b79b4809cd5542a21","observation_id":"6b47f61f-246e-4cc2-bc33-3389ca05e59b","resolution":{"observed_at":"2026-08-06T20:59:31.405535Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-06T20:59:28.435282Z","title":"Gpt-4 technical report,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.435282Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:6068c986b81600decafeffcb137f94fbd94fa5ea28e355805f91ca0709db8f94","observation_id":"0c36439c-e0d8-414b-b553-b4ffcfe8280d","resolution":{"observed_at":"2026-08-06T20:59:28.435282Z","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":"2026-08-06T20:59:31.271570Z","title":"Rate-splitting multiple access: Fundamentals, survey, and future research trends,","venue":null,"work_id":"361e0b35-fb7b-46d0-a8bb-1bd1dc8bad67","year":2022},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.487906Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:7cb5a4f100b2a01c6487e8bb994122fefd6f99d5631bff735935ce85aed1eaf5","observation_id":"951b4916-4ede-407c-a12a-eabcc14a2ffd","resolution":{"observed_at":"2026-08-06T20:59:31.312220Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:31.133268Z","title":"Generative artificial intelligence-enhanced multimodal semantic communication in internet of vehicles: System design and methodologies,","venue":null,"work_id":"3126e6b0-83c1-4f42-8a88-da95ba5c306d","year":2025},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.548043Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:5e9f53de65cfb734fa886c125f6af051a906ab5055bdeaf7bb3203bdca2588f5","observation_id":"5f1a2409-6d6d-4b43-96c1-15f6b08abc61","resolution":{"observed_at":"2026-08-06T20:59:31.222895Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:30.939829Z","title":"Select2col: Leveraging spatial-temporal importance of semantic information for efficient collaborative perception,","venue":null,"work_id":"d5d3e626-8cf6-4daf-9c0a-47f1682b95a9","year":2024},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.594226Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:ce7d48ed71c567d6750537b7f57e255e34b2078557dc68ccbd61c8b7f7eb41ae","observation_id":"64abdfe5-a877-4a1f-b986-4f3538860916","resolution":{"observed_at":"2026-08-06T20:59:31.006377Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:30.754196Z","title":"Resource allocation and common message selection for task-oriented semantic information transmission with rsma,","venue":null,"work_id":"969f6cb1-4523-4029-b902-83842deb789e","year":2023},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.658867Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:bf6d4f90e296d68cf588a4623a8efc75513f71753cd244678af886cc1729bcad","observation_id":"7d4db31d-2f16-47e6-8c48-9d17c54260f8","resolution":{"observed_at":"2026-08-06T20:59:30.833313Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.18223","last_updated":"2026-03-18T05:34:39Z","snapshot_observed_at":"2026-08-06T23:27:24.356320Z","submitted_at":"2023-03-31T17:28:46Z","title":"A Survey of Large Language Models","version":19},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.18223","snapshot_observed_at":"2026-08-06T20:59:28.737043Z","title":"A survey of large language models,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.737043Z"},"links":{"cited_paper":"/paper/2303.18223","citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:bc2a4ea351946771f216cb1a29f44bd67f3aac2df3518e729536217c228289e4","observation_id":"ab4fb239-a72a-44f7-b963-f551435240e8","resolution":{"observed_at":"2026-08-06T20:59:28.737043Z","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":"2026-08-06T20:59:30.614481Z","title":"Unified perceptual pars- ing for scene understanding,","venue":null,"work_id":"fc6e7c94-85cf-44fb-9ce0-9fe6168b68d1","year":2018},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.776402Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:9197a7961432415edc55ae3af5189511143f80bed8cf401886758ed5cd4ce981","observation_id":"8e90a833-3b88-48bd-a37a-a51bbb451be7","resolution":{"observed_at":"2026-08-06T20:59:30.675831Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:30.510054Z","title":"Segformer: Simple and efficient design for semantic segmentation with transformers,","venue":null,"work_id":"cdedd6f8-e114-45cf-8ceb-955f9a0679f6","year":2021},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.849725Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:f0929879cede322ce1e9e6cd8ea7f995bb5f25c93f3ad110c1e30d0b619ec24b","observation_id":"09e8909c-4dd3-4ee0-84aa-556773844bf2","resolution":{"observed_at":"2026-08-06T20:59:30.545150Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:30.401836Z","title":"Prompting hard or hardly prompting: Prompt inversion for text-to-image diffusion models,","venue":null,"work_id":"88ceab6e-c024-4ad9-b23d-07d0627dae54","year":2024},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.909798Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:52cb2456e96f7695911395eb8846d4b1c8941c94069b9d8597d7138c1222f671","observation_id":"dd561cf4-49e1-469c-b347-8f1a50920f2c","resolution":{"observed_at":"2026-08-06T20:59:30.458033Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:30.265197Z","title":"Hard prompts made easy: Gradient-based discrete opti- mization for prompt tuning and discovery,","venue":null,"work_id":"ec068587-49a9-46cc-8bef-206affecc9c7","year":2023},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:28.972019Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:573f26f805d1188c4071fba42f13d9e405131869df424b10ac3f46be2cf16789","observation_id":"58d26d81-8a88-41bd-a2cf-409f0a141730","resolution":{"observed_at":"2026-08-06T20:59:30.326545Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07303","last_updated":"2024-10-11T16:17:53Z","snapshot_observed_at":"2026-08-04T05:49:55.554735Z","submitted_at":"2024-10-09T17:43:38Z","title":"Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07303","snapshot_observed_at":"2026-08-06T20:59:29.035012Z","title":"Recti- fied diffusion: Straightness is not your need in rectified flow,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:29.035012Z"},"links":{"cited_paper":"/paper/2410.07303","citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:d08d42146104515b8d63040f4ce473db5c66333cea0e4d6fd1092cf431788621","observation_id":"d9d60b34-cd37-47b7-aeea-9e56f22e32c6","resolution":{"observed_at":"2026-08-06T20:59:29.035012Z","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":"2026-08-06T20:59:30.172604Z","title":"Instaflow: One step is enough for high-quality diffusion- based text-to-image generation,","venue":null,"work_id":"4ae5eb3d-01b7-4c36-8397-47fd659dc4c1","year":2023},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:29.081252Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:906c04ed9c123143e9dc74aee1905311c4a47cb626339b8f841399242f875e3a","observation_id":"bef02851-8f60-43dd-87a5-bca02c0312fd","resolution":{"observed_at":"2026-08-06T20:59:30.213220Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:30.051088Z","title":"Learning transferable visual models from natural language supervision,","venue":null,"work_id":"d113e1a4-bbde-4674-bdd2-a768e071c683","year":2021},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:29.131451Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:1c982fede6f9a769185264bd4fc7b086005cc199a911863904c1a895ae7f3abf","observation_id":"451b5b34-4838-4ad9-b8d7-c432891087b8","resolution":{"observed_at":"2026-08-06T20:59:30.126195Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:29.880297Z","title":"The unreasonable effectiveness of deep features as a perceptual metric,","venue":null,"work_id":"7b2931ce-2353-4f3c-a73e-d2598444182b","year":2018},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:29.217074Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:cf2d3c7d4b240cf6cf21d52e290420fe357ef8737036aff34893ce7f29bd45ce","observation_id":"7bc101ec-dec0-4ef9-8782-018162baba35","resolution":{"observed_at":"2026-08-06T20:59:29.932464Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T20:59:29.756323Z","title":"Image quality metrics: PSNR vs. SSIM,","venue":null,"work_id":"1dc06295-638f-40e5-8786-5e36cea63780","year":2010},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:29.264673Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:c26b23a1d222939c4f555ccc8affa70e0f371a9f27203bff684b2024acb4a43c","observation_id":"e45a4a82-ac38-4179-827e-6ccba4f94fee","resolution":{"observed_at":"2026-08-06T20:59:29.816582Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1707.06347","last_updated":"2017-08-28T09:20:06Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2017-07-20T02:32:33Z","title":"Proximal Policy Optimization Algorithms","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1707.06347","snapshot_observed_at":"2026-08-06T20:59:29.323724Z","title":"Proximal policy optimization algorithms,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:29.323724Z"},"links":{"cited_paper":"/paper/1707.06347","citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:795fcc93f78cccbba9eebb67d671301717b24eae2e82376218ed9d829873d036","observation_id":"20f43841-b20a-4315-8e3a-428263359f09","resolution":{"observed_at":"2026-08-06T20:59:29.323724Z","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":"2026-08-06T20:59:29.646766Z","title":"Rain removal in traffic surveillance: Does it matter?","venue":null,"work_id":"eb6ae8bf-0fee-4b5b-8359-eb478d999776","year":2018},"citing_paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T20:59:29.383336Z"},"links":{"citing_paper":"/paper/2507.01333"},"observation_digest":"sha256:7e71c298a828e96aa5ad9bf89973007fa9e5955137646c2a1cce864173a520e0","observation_id":"043c4db8-6165-4607-8424-33aeb2f1eb46","resolution":{"observed_at":"2026-08-06T20:59:29.690032Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.01333","last_updated":"2025-07-02T03:50:08Z","latest_version":1,"primary_category":"cs.NI","snapshot_observed_at":"2026-08-06T20:51:55.405440Z","submitted_at":"2025-07-02T03:50:08Z","title":"Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access"},"reference_resolution":{"displayed":30,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":4,"verified_exact":1,"verified_fuzzy":25},"total_outbound_references":30},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:2507.01333."}