{"as_of":"2026-08-10T12:50:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:3bd861527766db38b96b654fc9aefce148e5f8319b1d18bec9a9b76282461256","coverage":[{"denominator":29,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":29,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T19:22:33.214624Z","state":"measured"},{"denominator":29,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":29,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.05781/citation-record","integrity":"/paper/2507.05781/integrity","json":"/paper/2507.05781/citation-record.json","paper":"/paper/2507.05781"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.747230Z","title":"A v2v emergent message dissemi- nation scheme for 6G-oriented vehicular networks,","venue":null,"work_id":"44cb194e-e7fa-48a3-b381-462e4532d632","year":2023},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.059864Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:a2e7940266e311e60bd33e2b8f91cd34338d2f39f727c25479989b9acc023bd1","observation_id":"114604e1-2cc0-4cb5-9e35-0311b11058e0","resolution":{"observed_at":"2026-08-06T19:22:33.752070Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.730368Z","title":"Emerging space communication and network technologies for 6G ubiquitous connectivity,","venue":null,"work_id":"c4c695bc-f316-4ee4-842f-258e5ecf3bc3","year":2024},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.066784Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:09de9166fc7e5d0010575c587ad884cfc6f063a3d90992f1cb7081ada3445fb2","observation_id":"e352a012-248e-47b8-8547-f88e507214a3","resolution":{"observed_at":"2026-08-06T19:22:33.736329Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.713261Z","title":"Transformer-empowered 6G intelligent networks: From massive MIMO processing to sema ntic communication,","venue":null,"work_id":"d65859e0-1067-4b7c-8791-bb9ce04b7022","year":2022},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.071976Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:4c677c0b8caaf929676aac272f4eebf5d7341d60694430d59ebd0295fda921d7","observation_id":"ed00def2-f697-41f8-9684-615da43ab0f0","resolution":{"observed_at":"2026-08-06T19:22:33.718266Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.693284Z","title":"Near-space communications: The last piece of 6G space-air-ground-sea integrated network puzzl e,","venue":null,"work_id":"c278aaaa-5d38-478f-bf23-8fc01f677f94","year":2024},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.078101Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:34eaf566d66b645fcf851f9a24494a0f3cb09a31ed4f09664c0a514a89ef95d4","observation_id":"705ee744-7706-4488-b577-79fcce3087c4","resolution":{"observed_at":"2026-08-06T19:22:33.700707Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.670985Z","title":"Deep joi nt source- channel coding for wireless image transmission,","venue":null,"work_id":"2c3c92b2-7393-45b7-8a80-0a7319ada50c","year":2018},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.083443Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:01a1665a2b57d2300e6a9d7a672fbf890b7d51e32ccb4d991fcf1e1894b8d636","observation_id":"243f8e79-9349-4dd1-b90e-04b4ae16d5c0","resolution":{"observed_at":"2026-08-06T19:22:33.677748Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.649286Z","title":"Wireless image transmission using deep source channel coding with attention modules,","venue":null,"work_id":"d75ddd18-0a53-4ef4-9e81-c1ac78c308ba","year":2020},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.088528Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:4bc6ed8e7eb5f18f4a808ffc9e13865cf270e6ad84f422a96352a2292463d68f","observation_id":"eb5ddd87-b8f2-4b42-a579-e7a1755bdd08","resolution":{"observed_at":"2026-08-06T19:22:33.656103Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.633418Z","title":"Deep joint semantic coding and beamforming for near-space airship-borne massive MIMO net work,","venue":null,"work_id":"006ede2e-0036-4207-977d-09024699b6cf","year":2025},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.095082Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:4029e30208cd2ae93a219bc7a3426c39bdaa17773da8588512bd8de17812f128","observation_id":"2f1755fa-3358-4df2-934d-bb0687a869d9","resolution":{"observed_at":"2026-08-06T19:22:33.639000Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.617804Z","title":"Deepjscc-q: Constella- tion constrained deep joint source-channel coding,","venue":null,"work_id":"5ab923a0-4388-4f3a-80ef-eb8f960225a6","year":2022},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.100127Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:f10ed5290059f6888d42074acce77157f0eafe01685b2ecc7ef65c809704b30c","observation_id":"6d65f3c0-33db-4ff5-9fdc-a7aa2138315c","resolution":{"observed_at":"2026-08-06T19:22:33.622771Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.600656Z","title":"Latency-aware generative semantic communications with pre-trained diffusion model s,","venue":null,"work_id":"18bbc813-e3ab-4dfc-a856-d787226d7439","year":2024},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.105973Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:501852024528f8bb798e7914fc9e26ec01fc7eb37a1f0263e8cd316db4d41052","observation_id":"12900bcb-3524-4be1-a50d-fb37eae2082d","resolution":{"observed_at":"2026-08-06T19:22:33.606288Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.582830Z","title":"Hybrid knowledge-data driven channel semantic acquisition and beamforming for cell-free massiv e MIMO,","venue":null,"work_id":"57e73fe4-9d65-4709-8611-6ecdbc122634","year":2023},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.112553Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:bff286325c3b35fabc9537fcd82fb6ffe67c6353928f4f88ddedc56d0ff9dd77","observation_id":"3d38060c-26b9-4f91-866b-a1e091e12c02","resolution":{"observed_at":"2026-08-06T19:22:33.588609Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.565484Z","title":"Neural discrete rep- resentation learning,","venue":null,"work_id":"adc50ed6-7e4b-48fa-bbfb-101a9e844a41","year":2017},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.118134Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:2182ad3d1820e875b47bef2cf56becc4085d3db0836a7d6367351d0156815cd0","observation_id":"de406158-df94-4cdc-a0dc-6ed9eb40be85","resolution":{"observed_at":"2026-08-06T19:22:33.571267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.547004Z","title":"Taming transformer s for high- resolution image synthesis,","venue":null,"work_id":"21b6478d-39a7-4d8d-b76f-4bfdf9073ed6","year":2021},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.123482Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:fa42732022d01c160a7824870a9c1265c6374bca4a7f53a22adb3db155cd601e","observation_id":"15358333-062a-40d8-a85b-db06d2ef44de","resolution":{"observed_at":"2026-08-06T19:22:33.552791Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.07730","last_updated":"2025-08-02T07:11:16Z","snapshot_observed_at":"2026-07-06T20:20:37.632750Z","submitted_at":"2025-01-13T22:37:17Z","title":"Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.07730","snapshot_observed_at":"2026-08-06T19:22:33.129113Z","title":"Democratizing text-to-image masked generative models with compact text-aware one-dimensiona l tokens,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.129113Z"},"links":{"cited_paper":"/paper/2501.07730","citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:d1becb86b4f8542879c15e73339812ec047202cf561559540729c09ea8009b05","observation_id":"8ca008c5-efda-429f-b3ad-4c876a084360","resolution":{"observed_at":"2026-08-06T19:22:33.129113Z","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":"2026-08-06T19:22:33.530576Z","title":"Muse: Text-to-image gener- ation via masked generative transformers,","venue":null,"work_id":"6701a0c0-457c-4f4b-a22f-9b8bf12329f0","year":2023},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.134396Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:00945240ff772064fea2fbce95e56116f2dbd83c2e2072595e75f41b67c19205","observation_id":"626b01a7-9754-4387-9b81-dd9173f17ab3","resolution":{"observed_at":"2026-08-06T19:22:33.535643Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-08-06T19:22:33.139287Z","title":"Token communica- tions: A large model-driven framework for cross-modal cont ext-aware semantic communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.139287Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:d59248e2dc3d51c056982cfeab2591c6bd1763572a3003e5032c0256519f918a","observation_id":"fcf1e24e-d772-4e31-b444-ef90ea4b44e3","resolution":{"observed_at":"2026-08-06T19:22:33.139287Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.19591","last_updated":"2025-04-28T08:53:39Z","snapshot_observed_at":"2026-08-07T15:58:40.324975Z","submitted_at":"2025-04-28T08:53:39Z","title":"Semantic Packet Aggregation for Token Communication via Genetic Beam Search","version":1},"cited_work":{"arxiv_id":"2504.19591","doi":null,"metadata_source":"pith","pith_arxiv_id":"2504.19591","snapshot_observed_at":"2026-08-06T19:22:33.289658Z","title":"Semantic Packet Aggregation for Token Communication via Genetic Beam Search","venue":"eess.SP","work_id":"7eb03953-a2c1-4138-866e-f5246973a360","year":2025},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.144394Z"},"links":{"cited_paper":"/paper/2504.19591","citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:a12a0d13f8ce524edd3cc35793d40f3cbdc6f68e41fc9cce1c8198825064ea57","observation_id":"1c7c5a8e-9f42-4c19-9e28-12de81c29d23","resolution":{"observed_at":"2026-08-06T19:22:33.296798Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.06118","last_updated":"2025-07-10T15:53:23Z","snapshot_observed_at":"2026-08-10T02:33:28.213030Z","submitted_at":"2025-02-10T03:09:55Z","title":"Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.06118","snapshot_observed_at":"2026-08-06T19:22:33.150362Z","title":"Token- domain multiple access: Exploiting semantic orthogonalit y for collision mitigation,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.150362Z"},"links":{"cited_paper":"/paper/2502.06118","citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:f740881223b0a2acbc8160708b55045d4a63a40b34518f1c97db5ce795f69de9","observation_id":"ab45174f-866f-468c-8136-4a2fb294b421","resolution":{"observed_at":"2026-08-06T19:22:33.150362Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.10946","last_updated":"2026-07-09T04:46:56Z","snapshot_observed_at":"2026-08-07T16:19:08.656374Z","submitted_at":"2025-05-16T07:30:42Z","title":"ToDMA: Large Model-Driven Massive Token Communications for Semantic Multiple Access","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.10946","snapshot_observed_at":"2026-08-06T19:22:33.156292Z","title":"ToDMA: Large model-driven token-domain multiple access for seman tic commu- nications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.156292Z"},"links":{"cited_paper":"/paper/2505.10946","citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:0dbb5d43abb85ed9deedf97312397d17708d5a15509f570b4d0eba83ce301f22","observation_id":"6dcd34d7-b6ba-4ded-9552-4fa84bea2e45","resolution":{"observed_at":"2026-08-06T19:22:33.156292Z","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":"2026-08-06T19:22:33.514489Z","title":"5G; NR; multiplexing and channel coding,","venue":null,"work_id":"4aa8c72f-3dd6-4d22-b908-a34752bca207","year":null},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.161466Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:74ab21713608f421d747ef1c6b6e8ce81cd73c1a0941526de64382fec95e0794","observation_id":"7639d7f2-3c0e-4140-8966-f6267f74b44e","resolution":{"observed_at":"2026-08-06T19:22:33.520113Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.497179Z","title":"Hoydis, S","venue":null,"work_id":"efb53568-82d1-43db-832a-e73f108ddb15","year":2022},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.166480Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:99ff1129d19a8b56482c3c36a958d15156eb2636bdb6f746fdf0b5fe5c482f6b","observation_id":"7b2a9311-a0df-4264-82fe-5d80170cce27","resolution":{"observed_at":"2026-08-06T19:22:33.502491Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.480838Z","title":"Learning transferable visual models from natural language supervision,","venue":null,"work_id":"cfee94f8-8b6b-4bb4-891b-c12de3ed449d","year":2021},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.171316Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:d3101142d9d7090a1b7d675df7ab0e211ceeedb03f04340c719fd36d81da5ab0","observation_id":"2468fa33-ef7e-4d0e-b3a6-2f8c157de0e5","resolution":{"observed_at":"2026-08-06T19:22:33.486336Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.462333Z","title":"ImageNet: A large-scale hierarchical image database,","venue":null,"work_id":"9c852ae6-2ce5-4554-bc97-ef11a6c00584","year":2009},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.176849Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:2f3dfe001d7dcb9535d3f315f67626f400e754655b24b7f9f83495f69e643365","observation_id":"e29a3f2c-2976-41cf-8c6e-5661f160cf2c","resolution":{"observed_at":"2026-08-06T19:22:33.468910Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.446473Z","title":"LAION-5B-WatermarkDetection","venue":null,"work_id":"54571e0b-4b84-4a0b-811c-164ebe1cf005","year":null},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.182196Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:791d71f5803e4cea1ed7d0d38d97741f3d940b9c30e4d42f2b473215dd252123","observation_id":"9fab64ec-3efe-4e13-b4e5-358fd6007101","resolution":{"observed_at":"2026-08-06T19:22:33.451481Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.429288Z","title":"LAION2B-en-aesthetic","venue":null,"work_id":"56e8ce94-e333-40c3-9205-2e670d32ba9b","year":null},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.188239Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:8348b2333dbad7ba0c1e440a125631a2cec0c92770fced2e5d971729ec0a4fe8","observation_id":"c5c74f48-e36d-46b1-8244-36df77461634","resolution":{"observed_at":"2026-08-06T19:22:33.434460Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.411671Z","title":"Molmo and pixmo: Open weights and open data for state-of-the-art vision-language models ,","venue":null,"work_id":"8d95c119-d552-4653-8c4a-86aced9a6605","year":2025},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.193586Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:1176b4f6b5724dbbbe97409b6d61e65c256c11035dba72b714c3da7967bf1109","observation_id":"cdbdf000-8b3b-4bdb-aaa4-5b69e20e949e","resolution":{"observed_at":"2026-08-06T19:22:33.416637Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.395046Z","title":"The unreasonable effectiveness of deep features as a perceptual metric,","venue":null,"work_id":"55538139-19ef-40d6-b298-52a7f80b5e92","year":2018},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.198649Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:38558343503ae66cd3adb10d6f3ec4b9b95cc7b9fb2d7ad370947a96c25a3a1c","observation_id":"7d2bd54a-e935-4ef0-a76d-e90e4bb588f3","resolution":{"observed_at":"2026-08-06T19:22:33.400276Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.378954Z","title":"CLIPScore: A reference-free evaluation metric for image captioning,","venue":null,"work_id":"f6454ee2-65f1-4cba-bab4-0e0476d88fd5","year":2021},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.204265Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:553cb5be05b738f9f68fbc5caa879103ff8c34b1d6af08a1f26585be392c6ef4","observation_id":"7640ecc5-45bf-4bbb-b21a-551bcee7aead","resolution":{"observed_at":"2026-08-06T19:22:33.383995Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.362674Z","title":"From image descriptions to visual denotations: New similarity metrics for semantic in ference over event descriptions,","venue":null,"work_id":"bae1804b-4ad5-430b-ab3b-9c4af4582fc7","year":2014},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.209173Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:729f846e8106fdb727768cad5635ed33d7b10ce16a9ad6c7dcca03321d6ce8bb","observation_id":"6c90ddb2-2b56-4475-9af1-05f0020ef91b","resolution":{"observed_at":"2026-08-06T19:22:33.367843Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:22:33.345242Z","title":"ptﬂops: a ﬂops counting tool for neural ne tworks in py- torch framework","venue":null,"work_id":"c42ee54c-52c1-436f-b845-8da344468c99","year":2018},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.214624Z"},"links":{"citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:bbb131c7febddb6770bc9f88a83924e7d99f4939d9847c2529103732f0fc44f8","observation_id":"6c497b63-29ae-4f9b-97f0-2ef175650bb7","resolution":{"observed_at":"2026-08-06T19:22:33.351032Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission"},"reference_resolution":{"displayed":29,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":4,"verified_exact":1,"verified_fuzzy":24},"total_outbound_references":29},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.05781."}