{"as_of":"2026-08-14T09:10:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1934625a067ac60a6a4046daefa3f988b93cffc8c39de57ea862a4bb65679457","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":5,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":5,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":5,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":5,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T05:46:32.206746Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":112,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2209.07511","last_updated":"2022-09-15T17:55:11Z","snapshot_observed_at":"2026-08-13T14:25:34.375916Z","submitted_at":"2022-09-15T17:55:11Z","title":"Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2209.07511","snapshot_observed_at":"2026-08-06T05:46:32.206746Z","title":"Test-time prompt tuning for zero-shot generalization in vision-language models","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.01225","last_updated":"2025-08-21T20:13:40Z","snapshot_observed_at":"2026-08-07T11:52:09.246775Z","submitted_at":"2025-08-02T06:43:43Z","title":"Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models","version":2},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-06T05:46:32.206746Z"},"links":{"cited_paper":"/paper/2209.07511","citing_paper":"/paper/2508.01225"},"observation_digest":"sha256:f5289fd463ff77ceafe07608ab61352fb26b3441944d7a4a727c6065fa81cb0a","observation_id":"c337bbc0-ab82-472c-bbb6-150a4f7e10cc","resolution":{"observed_at":"2026-08-06T05:46:32.206746Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2209.07511","last_updated":"2022-09-15T17:55:11Z","snapshot_observed_at":"2026-08-13T14:25:34.375916Z","submitted_at":"2022-09-15T17:55:11Z","title":"Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2209.07511","snapshot_observed_at":"2026-08-04T13:27:41.782838Z","title":"Test-time prompt tuning for zero-shot generalization in vision-language models, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2510.00458","last_updated":"2026-07-02T20:01:06Z","snapshot_observed_at":"2026-08-10T21:47:42.986597Z","submitted_at":"2025-10-01T03:17:56Z","title":"VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors","version":4},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-04T13:27:41.782838Z"},"links":{"cited_paper":"/paper/2209.07511","citing_paper":"/paper/2510.00458"},"observation_digest":"sha256:9786df2332db6387ffc045e9e5f962ece198130413b5d7c45582d8c00647c4bc","observation_id":"3cb12b76-b0e1-48b7-a584-ab6ca8ebf42d","resolution":{"observed_at":"2026-08-04T13:27:41.782838Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2209.07511","last_updated":"2022-09-15T17:55:11Z","snapshot_observed_at":"2026-08-13T14:25:34.375916Z","submitted_at":"2022-09-15T17:55:11Z","title":"Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models","version":1},"cited_work":{"arxiv_id":"2209.07511","doi":"10.48550/arxiv.2209.07511","metadata_source":"arxiv_reference","pith_arxiv_id":"2209.07511","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"10 Julio Silva-Rodriguez, Hadi Chakor, Riadh Kobbi, Jose Dolz, and Ismail Ben Ayed","venue":"arXiv (Cornell University)","work_id":"0e64907f-2f87-4570-b629-36bfc9dbb722","year":2025},"citing_paper":{"arxiv_id":"2604.17629","last_updated":"2026-04-19T21:54:53Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-04-19T21:54:53Z","title":"BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T05:30:34.672815Z"},"links":{"cited_paper":"/paper/2209.07511","citing_paper":"/paper/2604.17629"},"observation_digest":"sha256:0471196c193f34289f1f76a78e7c5bec5e76edf73122f1969a82c57b37979b52","observation_id":"27c3f003-5940-464c-a0e2-3baf6ad70792","resolution":{"observed_at":"2026-05-10T05:30:58.285515Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2209.07511","last_updated":"2022-09-15T17:55:11Z","snapshot_observed_at":"2026-08-13T14:25:34.375916Z","submitted_at":"2022-09-15T17:55:11Z","title":"Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models","version":1},"cited_work":{"arxiv_id":"2209.07511","doi":"10.48550/arxiv.2209.07511","metadata_source":"arxiv_reference","pith_arxiv_id":"2209.07511","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"10 Julio Silva-Rodriguez, Hadi Chakor, Riadh Kobbi, Jose Dolz, and Ismail Ben Ayed","venue":"arXiv (Cornell University)","work_id":"0e64907f-2f87-4570-b629-36bfc9dbb722","year":2025},"citing_paper":{"arxiv_id":"2604.24602","last_updated":"2026-08-11T03:02:21Z","snapshot_observed_at":"2026-08-14T09:09:19.541784Z","submitted_at":"2026-04-27T15:29:35Z","title":"Majorization-Guided Test-Time Adaptation for Vision-Language Models under Modality-Specific Shift","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-08T04:23:15.083645Z"},"links":{"cited_paper":"/paper/2209.07511","citing_paper":"/paper/2604.24602"},"observation_digest":"sha256:5bfc4d703b0a9bebf8741389c42ba85fb47fa2f1197d4584fc6a542aec738275","observation_id":"27588876-68c4-4b8a-9732-d925e6c64f5d","resolution":{"observed_at":"2026-05-09T00:09:27.193646Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2209.07511","last_updated":"2022-09-15T17:55:11Z","snapshot_observed_at":"2026-08-13T14:25:34.375916Z","submitted_at":"2022-09-15T17:55:11Z","title":"Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models","version":1},"cited_work":{"arxiv_id":"2209.07511","doi":"10.48550/arxiv.2209.07511","metadata_source":"arxiv_reference","pith_arxiv_id":"2209.07511","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"10 Julio Silva-Rodriguez, Hadi Chakor, Riadh Kobbi, Jose Dolz, and Ismail Ben Ayed","venue":"arXiv (Cornell University)","work_id":"0e64907f-2f87-4570-b629-36bfc9dbb722","year":2025},"citing_paper":{"arxiv_id":"2605.02604","last_updated":"2026-05-04T13:51:45Z","snapshot_observed_at":"2026-08-11T15:02:29.636382Z","submitted_at":"2026-05-04T13:51:45Z","title":"Rethinking the Need for Source Models: Source-Free Domain Adaptation from Scratch Guided by a Vision-Language Model","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-08T18:26:24.377120Z"},"links":{"cited_paper":"/paper/2209.07511","citing_paper":"/paper/2605.02604"},"observation_digest":"sha256:71218a9f8d34d911e5f722c4dade8b8c62f852e17e86c1ef7e6d791e2cb8fecb","observation_id":"1251d644-0da3-45bc-af37-a43c33c8e0f8","resolution":{"observed_at":"2026-05-08T18:28:58.178173Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2209.07511/citation-record","integrity":"/paper/2209.07511/integrity","json":"/paper/2209.07511/citation-record.json","paper":"/paper/2209.07511"},"outbound":[],"paper":{"arxiv_id":"2209.07511","last_updated":"2022-09-15T17:55:11Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-13T14:25:34.375916Z","submitted_at":"2022-09-15T17:55:11Z","title":"Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2209.07511."}