{"as_of":"2026-08-21T09:31:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f627b11ae884d4762e26c982a409715704f51e311bb2676994eeb3664881c6bc","coverage":[{"denominator":50,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":50,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T17:26:37.719980Z","state":"measured"},{"denominator":50,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":50,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+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/2411.12575/citation-record","integrity":"/paper/2411.12575/integrity","json":"/paper/2411.12575/citation-record.json","paper":"/paper/2411.12575"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:26:38.432570Z","title":"Comparing the robustness of modern no-reference image-and video-quality metrics to adversarial attacks","venue":null,"work_id":"8e10c3ce-55df-4b01-b5ce-46013450b2d8","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.535706Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:db8c66c37f47c7461193a3a183e2a56129bc43f459e3ea1408d00dfb47c2d523","observation_id":"30b41e89-8256-4fd7-8402-b16a7ca1078e","resolution":{"observed_at":"2026-08-12T17:26:38.437406Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.419082Z","title":"Fooling an automatic image quality estimator","venue":null,"work_id":"97f5e2d2-560e-4520-b9bf-726d2acbc634","year":2020},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.540381Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:b923fa493be4c9c8f42f21b30b07dcbca2e483e0c4663626e73100a168794a43","observation_id":"e1cdf2b3-c367-43f2-a185-214781ba84b1","resolution":{"observed_at":"2026-08-12T17:26:38.424145Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.407162Z","title":"(cer- tified!!) adversarial robustness for free! In The Eleventh In- ternational Conference on Learning Representations , 2022","venue":null,"work_id":"cb9d1719-0091-402f-90c7-2303a1479bf4","year":2022},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.544177Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:6c374015fa943923fc8e14f7587d613b1f39e7ce84ff69760e607d6d0f31a37d","observation_id":"9febd3c4-1d7b-42ed-bb81-2b28388e93f6","resolution":{"observed_at":"2026-08-12T17:26:38.411230Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.395745Z","title":"Topiq: A top-down approach from semantics to distortions for image quality assessment","venue":null,"work_id":"43b61ced-eb59-4f29-89e9-e0ac6d7729e5","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.547980Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:64ef5445e5c87dc9a927e8e20ca86c9fc9c65d0e179341d6275879aa86078b14","observation_id":"26bcb438-0660-462f-8ec7-3c691bca7d4f","resolution":{"observed_at":"2026-08-12T17:26:38.399535Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.384365Z","title":"Densepure: Understanding diffusion models towards adver- sarial robustness","venue":null,"work_id":"14963429-027b-4825-992f-9b75607abadb","year":2022},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.552007Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:541fd1ddce84018ace697c9e550c8e5f80d796d0f663a396623273828eda9727","observation_id":"fe81af8d-3993-47a7-8186-a50bc0c087b7","resolution":{"observed_at":"2026-08-12T17:26:38.388481Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.373202Z","title":"De- tection as regression: Certified object detection with median smoothing","venue":null,"work_id":"c16edd94-761d-429a-82a6-d3516351190a","year":2020},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.556362Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:585f96c13de7502e75404c61ade84652d5ff2ac5eb0ebc1aaa54d54204a5badf","observation_id":"dec6fd77-1f45-4084-8fbd-d4a13cce0ee3","resolution":{"observed_at":"2026-08-12T17:26:38.377476Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.362031Z","title":"Increasing the robustness of image quality assessment models through adversarial training","venue":null,"work_id":"d5948b6c-2e22-4b7e-b0b9-0fa00d0d2054","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.560396Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:a869e547fd3bf0e19bf74e9eed82a7382b6bbe17b7bebd59199f3d4889353ca0","observation_id":"f37f52ae-b86c-4cc3-8ea6-e64a2c161c77","resolution":{"observed_at":"2026-08-12T17:26:38.366353Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.350745Z","title":"Increasing the robustness of image quality assessment models through adversarial training","venue":null,"work_id":"0c17906b-3b3a-43fc-8d3f-2a338d9c6d2b","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.564016Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:eaf0dadc0e6b70246f0258b02c8c3a43c29d99859702186a9335a310fc558bb5","observation_id":"031ce39b-f1a3-4131-a38e-197b4b7b570e","resolution":{"observed_at":"2026-08-12T17:26:38.354767Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.339041Z","title":"Certified adversarial robustness via randomized smoothing","venue":null,"work_id":"3a4bb6ba-6cd5-454e-9f19-405fd0fe2f4c","year":2019},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.567377Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:2e7a203ade8d9e3d353fb672b4ca397f262396a31511dcddabd61c9c17615a95","observation_id":"eb385355-1a2a-4392-b62b-746260644cc7","resolution":{"observed_at":"2026-08-12T17:26:38.343301Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.327312Z","title":"Sparse adversarial video attack based on dual-branch neural network on industrial artificial intelligence of things","venue":null,"work_id":"075e83ae-5041-4faf-abfa-13c100224d6e","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.571001Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:318aac4ef9314c0c07eca132f373c99faec901581723657f1c5f66b72526f059","observation_id":"c073bf7f-6890-45dd-a1be-2b9de9db2034","resolution":{"observed_at":"2026-08-12T17:26:38.331380Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.315147Z","title":"Perceptual quality assessment of smartphone photog- raphy","venue":null,"work_id":"60e5c431-b67c-4dde-86ac-778396b6de30","year":null},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.574469Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:49f0ac168a9bd829af652ac9f165926705ea90bcd37c1b64275e1a00744be5f3","observation_id":"a5684736-5ff5-490d-8234-ce0ca4ba0444","resolution":{"observed_at":"2026-08-12T17:26:38.319340Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.302291Z","title":"Massive online crowdsourced study of subjective and objective picture qual- ity","venue":null,"work_id":"35aa6436-7e3b-434d-a736-d911fda6acb0","year":null},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.577993Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:69f7bb1beacae81d957fbc74c20138f057b146a2fb73e4c020ae189e0cd55f75","observation_id":"557f0476-637d-4608-af72-f66e90e4a833","resolution":{"observed_at":"2026-08-12T17:26:38.306792Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.289910Z","title":"Lipsim: A provably robust perceptual similarity metric","venue":null,"work_id":"0cd6808b-0fe7-4e01-b21a-865b29d9b1a6","year":null},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.581937Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:beebb51e9462b00ed8fb1fcd2cf6480b254f6eaadf9ddf90d45b54736f387636","observation_id":"d29c11ce-b0bd-48f7-a548-0b5fe110ea29","resolution":{"observed_at":"2026-08-12T17:26:38.294279Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.18274","last_updated":"2024-03-29T17:34:40Z","snapshot_observed_at":"2026-08-16T14:48:13.008534Z","submitted_at":"2023-10-27T16:59:51Z","title":"LipSim: A Provably Robust Perceptual Similarity Metric","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.18274","snapshot_observed_at":"2026-08-12T17:26:37.585472Z","title":"Lipsim: A provably robust perceptual similarity metric","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.585472Z"},"links":{"cited_paper":"/paper/2310.18274","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:d0dcfe1220300d501208dabefe91c9183dcb7860de0f49149b4985693b10c9ed","observation_id":"590e50ca-73ff-4249-9d04-a136da900a43","resolution":{"observed_at":"2026-08-12T17:26:37.585472Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.15157","last_updated":"2023-07-31T16:06:47Z","snapshot_observed_at":"2026-08-20T01:25:56.241999Z","submitted_at":"2023-07-27T19:11:31Z","title":"R-LPIPS: An Adversarially Robust Perceptual Similarity Metric","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.15157","snapshot_observed_at":"2026-08-12T17:26:37.589631Z","title":"R-lpips: An adversarially robust perceptual similarity metric","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.589631Z"},"links":{"cited_paper":"/paper/2307.15157","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:c1777b25da784c8018b820618cbf73383ced56a7adc9f0f2552cb59514bcf143","observation_id":"4bfb203c-0ce2-4592-ba16-b7002e4a5f35","resolution":{"observed_at":"2026-08-12T17:26:37.589631Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1412.6572","last_updated":"2015-03-20T20:19:16Z","snapshot_observed_at":"2026-08-19T07:17:20.004918Z","submitted_at":"2014-12-20T01:17:12Z","title":"Explaining and Harnessing Adversarial Examples","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1412.6572","snapshot_observed_at":"2026-08-12T17:26:37.593734Z","title":"Explaining and harnessing adversarial examples","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.593734Z"},"links":{"cited_paper":"/paper/1412.6572","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:78a6b10710d29855302c64292abd4e3460ec3bb688b863b49858487e1b1bab1c","observation_id":"65497571-eadb-4918-84ee-c50273904f4d","resolution":{"observed_at":"2026-08-12T17:26:37.593734Z","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":"2026-08-12T17:26:38.277444Z","title":"Goodfellow, Jonathon Shlens, and Christian Szegedy","venue":null,"work_id":"f0553e97-d0ac-48b5-8a5a-c9a9f33cb6ce","year":2015},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.597880Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:f1a6556a2d3816952eeb96a771be217116436da1b4d4e564ff04551d29ac8931","observation_id":"f137949c-01df-4ee8-9e7c-d21b72404ba8","resolution":{"observed_at":"2026-08-12T17:26:38.281772Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:26:37.601480Z","title":"Guardians of image quality: Benchmark- ing defenses against adversarial attacks on image quality metrics","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.601480Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:823b47ecdc93c0e168e1727affbb35e48cb838d1a5037d2951e819135de3571f","observation_id":"c2026f4d-01d1-4074-b9e6-c1cba1b8dfec","resolution":{"observed_at":"2026-08-12T17:26:37.601480Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.06957","last_updated":"2024-04-10T12:17:25Z","snapshot_observed_at":"2026-08-18T21:25:25.354037Z","submitted_at":"2024-04-10T12:17:25Z","title":"Adversarial purification for no-reference image-quality metrics: applicability study and new methods","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.06957","snapshot_observed_at":"2026-08-12T17:26:37.605037Z","title":"Ad- versarial purification for no-reference image-quality met- rics: applicability study and new methods","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.605037Z"},"links":{"cited_paper":"/paper/2404.06957","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:7cb53567874828c07105607163138699ca94ab3ec27a21f3a6ce0bd6a1bbf2d8","observation_id":"8875af73-da7d-458e-a89c-460902e1372d","resolution":{"observed_at":"2026-08-12T17:26:37.605037Z","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":"2026-08-12T17:26:38.264872Z","title":"Koniq-10k: An ecologically valid database for deep learning of blind image quality assessment","venue":null,"work_id":"b96c7c2e-8243-453a-9400-11c58872b184","year":2020},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.608964Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:100743d69a024affe5caa9dab196f10b8611ac9a86ed038e88d3a983952df110","observation_id":"96a64c6c-4be6-4cf2-a3db-fc21b958ce74","resolution":{"observed_at":"2026-08-12T17:26:38.269057Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.20392","last_updated":"2024-05-30T18:04:58Z","snapshot_observed_at":"2026-08-19T18:42:12.310298Z","submitted_at":"2024-05-30T18:04:58Z","title":"Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution?","version":1},"cited_work":{"arxiv_id":"2405.20392","doi":null,"metadata_source":"pith","pith_arxiv_id":"2405.20392","snapshot_observed_at":"2026-08-12T17:26:37.843913Z","title":"Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution?","venue":"eess.IV","work_id":"63eb7abd-4e01-4e0c-86b2-ea598252d17f","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.612656Z"},"links":{"cited_paper":"/paper/2405.20392","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:db05efa7f0bc9c129a85ff44311f448672d06dd221dba0e6047d967987381e9a","observation_id":"49174bae-c9f9-42be-96fc-d09cf40b38ee","resolution":{"observed_at":"2026-08-12T17:26:37.848026Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1906.03973","last_updated":"2019-06-11T08:58:35Z","snapshot_observed_at":"2026-08-16T04:27:31.032532Z","submitted_at":"2019-06-10T13:40:37Z","title":"E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1906.03973","snapshot_observed_at":"2026-08-12T17:26:37.616364Z","title":"E- lpips: robust perceptual image similarity via random trans- formation ensembles","venue":null,"work_id":null,"year":1906},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.616364Z"},"links":{"cited_paper":"/paper/1906.03973","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:d06a868bdb19906fb0fd67688e95c434de960bcbb3672721880605c3ec383246","observation_id":"09e1ebbb-1521-4875-923e-fb96b30f067e","resolution":{"observed_at":"2026-08-12T17:26:37.616364Z","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":"2026-08-12T17:26:38.252368Z","title":"Image robustness to adversarial attacks on no- reference image-quality metrics","venue":null,"work_id":"390aca51-8443-4f89-9c75-361b66f9ff47","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.620770Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:ab11618ae54d31ab144effb49f04d20a26969bf5b56b8d5cf3cbd75088b4c7f3","observation_id":"6dd02337-f530-4c9b-bd00-cf119c34940e","resolution":{"observed_at":"2026-08-12T17:26:38.256533Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.240374Z","title":"Adversarial attacks against blind image quality assessment models","venue":null,"work_id":"ac1bea7f-0e07-49d1-86cd-c0a7716a1bea","year":2022},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.624403Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:5d2f6b7cac14ea5143bd7e53691b2fb3d38ca927a09e2bb8f78f86ff9ddd40fa","observation_id":"4a2714de-9213-40f1-aea1-d693f1992b54","resolution":{"observed_at":"2026-08-12T17:26:38.244718Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.09961","last_updated":"2024-04-15T17:38:47Z","snapshot_observed_at":"2026-08-18T03:21:52.022283Z","submitted_at":"2024-04-15T17:38:47Z","title":"Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics","version":1},"cited_work":{"arxiv_id":"2404.09961","doi":null,"metadata_source":"pith","pith_arxiv_id":"2404.09961","snapshot_observed_at":"2026-08-12T17:26:37.816422Z","title":"Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics","venue":"cs.CV","work_id":"e3a38000-753b-4884-8efb-f9c99d841dd8","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.627919Z"},"links":{"cited_paper":"/paper/2404.09961","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:42bc5387d890c2943894a33bef2b2c864f5f9063abaec5aa0ad1778744f0a66b","observation_id":"c86f2e52-4e45-4d06-80e4-d1e5d31541ab","resolution":{"observed_at":"2026-08-12T17:26:37.820819Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.226222Z","title":"Kadid-10k: A large-scale artificially distorted iqa database","venue":null,"work_id":"07129cc6-4b4a-4ab6-8ede-e1587821ae1d","year":2019},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.631648Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:fb3dbbaa4e7946eeedd41cd1caf8cc6d394920464a791b81ef994286306dedd4","observation_id":"2498f77a-5154-456c-a7ba-03a11c275030","resolution":{"observed_at":"2026-08-12T17:26:38.230924Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.213190Z","title":"Defense against adversarial attacks on no- reference image quality models with gradient norm regu- larization","venue":null,"work_id":"3bed0f46-87ac-45af-ac49-c8a46269241b","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.635197Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:e0871b0e9ceab27e88314acaf44afa50a72df7ded91d2ea84711c9fa47999b05","observation_id":"2095f92b-7de6-45eb-a0bb-566a04126de9","resolution":{"observed_at":"2026-08-12T17:26:38.217382Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.200092Z","title":"Evaluating the vulnera- bility of deep learning-based image quality assessment meth- ods to adversarial attacks","venue":null,"work_id":"011d8e4b-a8ee-46b7-b308-7922c1e9c82a","year":2023},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.638701Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:0727ab3f285213758b70c0d55701d5d81616c3f6137188f73011d453ee154897","observation_id":"01b1309c-08ad-4d3b-91ef-99749c5ef12f","resolution":{"observed_at":"2026-08-12T17:26:38.204664Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.187930Z","title":"Reasons for the superiority of stochastic estima- tors over deterministic ones: Robustness, consistency and perceptual quality","venue":null,"work_id":"6a56cc24-58b8-4c3d-a8dc-8f3f869dec6b","year":2023},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.642487Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:a452b703e41528b0e6e1bb08b704138d40d09304571728c15079c9a2d7f47eff","observation_id":"e63e217c-c301-41fa-9bf6-964367c6b6dd","resolution":{"observed_at":"2026-08-12T17:26:38.191930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.176338Z","title":"Black-box adversarial attacks against im- age quality assessment models","venue":null,"work_id":"ff17ad72-5892-4659-b98e-610d3a692c0e","year":2025},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.645928Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:2cfe0da1dd0e7383ccc486ed95ee7dddb0f861c0dfa90a37d880abba85244b5c","observation_id":"5d492614-4380-444b-8c20-d4b7b9afad91","resolution":{"observed_at":"2026-08-12T17:26:38.180896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T17:26:37.649424Z","title":"U- net: Convolutional networks for biomedical image segmen- tation","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.649424Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:ba0a6a5a1bf62c4538f92921e36026c275c7863cf6a7f9b9a200aa71931acf36","observation_id":"1a7168ee-a524-4995-8802-52f7227d6c4f","resolution":{"observed_at":"2026-08-12T17:26:37.649424Z","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":"2026-08-12T17:26:38.156520Z","title":"Denoised smoothing: A provable defense for pretrained classifiers","venue":null,"work_id":"3c64b325-7ab5-44f6-ac57-cb6bae2fee56","year":2020},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.652989Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:00917dd9abe9015807a4f7cd12f22ee14f1b1eda991398f510b28d1a024ed9d3","observation_id":"4f86be13-b7a0-47b5-9c4d-ca98cda652aa","resolution":{"observed_at":"2026-08-12T17:26:38.160457Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.144474Z","title":"Universal perturbation attack on differ- entiable no-reference image- and video-quality metrics","venue":null,"work_id":"96f7e101-0694-4adc-99ec-8c2a05ea6306","year":2022},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.656493Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:0331ba5f38b5469e238c4d928324a8e6aedac3d3c97852c01f36be5c1814a031","observation_id":"5bdc0ab1-06a7-4e79-83ea-4a4bbe7b3a70","resolution":{"observed_at":"2026-08-12T17:26:38.148570Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.132057Z","title":null,"venue":null,"work_id":"ba1a4105-6aca-4be6-af03-3bb7fda74b09","year":2023},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.660182Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:7f639d3e37e7716a427fb1cc55d81e9252114b169a84484864e00f6200458b36","observation_id":"ed1bfa28-b405-4374-b5f7-a842df9f58e4","resolution":{"observed_at":"2026-08-12T17:26:38.136154Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.119180Z","title":"Towards adversarial robustness verification of no- reference image- and video-quality metrics","venue":null,"work_id":"c105cef7-fb70-467d-b897-2e7b1cf0e7ce","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.663699Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:f7ebdf9adf43c54ac57ea2f0b5b8d40ff22511988c495b2a8e91fe459401aa5c","observation_id":"779a55d2-d3a2-4ed0-96ac-61ffcf6247aa","resolution":{"observed_at":"2026-08-12T17:26:38.123421Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.107276Z","title":null,"venue":null,"work_id":"d3be7023-c0f5-4787-a39e-879f598b09e0","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.667238Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:2365fe941e6729fbc29a9bf024ee9499172e4485d92f74197b46a16fe1b9d190","observation_id":"eb490197-8878-4cef-87fd-f61912e0fde0","resolution":{"observed_at":"2026-08-12T17:26:38.111565Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2212.05499","last_updated":"2023-01-04T01:50:17Z","snapshot_observed_at":"2026-08-16T16:09:29.646103Z","submitted_at":"2022-12-11T13:15:06Z","title":"Applicability limitations of differentiable full-reference image-quality","version":2},"cited_work":{"arxiv_id":"2212.05499","doi":null,"metadata_source":"pith","pith_arxiv_id":"2212.05499","snapshot_observed_at":"2026-08-12T17:26:37.799957Z","title":"Applicability limitations of differentiable full-reference image-quality","venue":"cs.CV","work_id":"13c4fda8-f918-4ec8-84e1-22be3a814701","year":2022},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.670890Z"},"links":{"cited_paper":"/paper/2212.05499","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:954aca276ec76f8b3f9b604d8f8836ce6dc671770cb7a7eece46cf9c0f0bc48d","observation_id":"e678564d-93f5-47ad-a82d-4496612bd018","resolution":{"observed_at":"2026-08-12T17:26:37.804203Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.094601Z","title":"Unveiling the limitations of novel image quality metrics","venue":null,"work_id":"b7405a60-c0bd-412d-8298-c55ad810db29","year":2023},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.674637Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:f8e99a8b2478f363cc92843d9fbd54c9e2ada354de301c66115ec1c3ad2426cb","observation_id":"6dd67d2b-8aa1-465b-9a60-1c75e5a49768","resolution":{"observed_at":"2026-08-12T17:26:38.098706Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.083057Z","title":"Blindly assess image qual- ity in the wild guided by a self-adaptive hyper network","venue":null,"work_id":"9c77dfeb-210c-41bf-93cf-e2da3b989581","year":2020},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.678051Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:2907ef65e9cbba66d68f981917ab8ece09af30926454beaf679e622255a7f3be","observation_id":"fa4524fe-5e11-442d-91ec-c5a34c92f9c4","resolution":{"observed_at":"2026-08-12T17:26:38.086957Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.070223Z","title":"Mem- net: A persistent memory network for image restoration","venue":null,"work_id":"36695f06-fa93-493e-b8ad-5b638b27ffa4","year":2017},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.681443Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:64dbcea63951fd6aa83917f7827e128c76993ec28611828bf3d2b691f688bdfc","observation_id":"0a5a7257-973f-4179-908b-2eccb50359f2","resolution":{"observed_at":"2026-08-12T17:26:38.074286Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.057481Z","title":"Ex- ploring clip for assessing the look and feel of images","venue":null,"work_id":"bb730ac5-ffad-45cf-8725-8fb5ce44f1ff","year":2023},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.685438Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:db22dc1a76ca0998da8c355615b05e4c2d8ac0220f9065ff89ede7d5d30256af","observation_id":"9bed6eed-1718-42fd-bd59-60a69d3d98ef","resolution":{"observed_at":"2026-08-12T17:26:38.061919Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.044789Z","title":"Exploring vulnerabilities of no-reference image quality as- sessment models: A query-based black-box method","venue":null,"work_id":"732854fe-61ca-4803-b31e-5235f5763cd7","year":null},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.689254Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:fa313cbed12bec16dae90b1e0e722e80df75cf05078e1e98f6a30d95ff4d6a95","observation_id":"7729ccad-47e8-4182-be82-5801af1bf9e6","resolution":{"observed_at":"2026-08-12T17:26:38.049147Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.13277","last_updated":"2024-04-24T11:06:06Z","snapshot_observed_at":"2026-08-19T11:33:56.544989Z","submitted_at":"2024-04-20T05:24:06Z","title":"Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.13277","snapshot_observed_at":"2026-08-12T17:26:37.692890Z","title":"Beyond score changes: Adversarial attack on no-reference image quality assessment from two perspec- tives","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.692890Z"},"links":{"cited_paper":"/paper/2404.13277","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:350040280c06b784dad72cbdbb479827f7785c27eb810a510b2da8d5985e2a3b","observation_id":"29e414df-d344-47e2-a223-b4e759c5662c","resolution":{"observed_at":"2026-08-12T17:26:37.692890Z","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":"2026-08-12T17:26:38.030535Z","title":"Vulnerabilities in video quality assessment models: The challenge of adversarial attacks","venue":null,"work_id":"eb3cfb83-1e0f-40aa-8b29-a60bb61797e0","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.697074Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:dbac4d1c70701885f1daa4909d454acd8ba76a5c1de2dcbee2cf4db4f91ed83d","observation_id":"2cedfed0-9517-4d8f-9bb4-e602dd75aaa9","resolution":{"observed_at":"2026-08-12T17:26:38.035227Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.06866","last_updated":"2025-06-27T15:26:08Z","snapshot_observed_at":"2026-08-16T13:11:06.903133Z","submitted_at":"2024-10-09T13:27:06Z","title":"Secure Video Quality Assessment Resisting Adversarial Attacks","version":2},"cited_work":{"arxiv_id":"2410.06866","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.06866","snapshot_observed_at":"2026-08-12T17:26:37.772656Z","title":"Secure Video Quality Assessment Resisting Adversarial Attacks","venue":"cs.CV","work_id":"c3fa4d34-5453-483a-b751-85a29a764185","year":2024},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.701561Z"},"links":{"cited_paper":"/paper/2410.06866","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:57efc4236a7e7c1760de869177d5de1b7a23bbf9b27801127254bf65033f11b3","observation_id":"b7fec684-0f6d-42b9-ac1b-8925c85f05fc","resolution":{"observed_at":"2026-08-12T17:26:37.776926Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.017408Z","title":"Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising","venue":null,"work_id":"3b8dad87-0942-4c0e-a515-9bb839dada4d","year":2017},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.705231Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:5dfff33e58d4f858d1f631be93eb57c9a230ec518b9a4f23a0924693b858b693","observation_id":"99d9b981-cf68-4c63-a6de-f5e81ec164d4","resolution":{"observed_at":"2026-08-12T17:26:38.021960Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:38.005254Z","title":"Blind image quality assessment using a deep bilinear convolutional neural network","venue":null,"work_id":"3cd4df34-3a13-46d0-8b8c-d5fbf32ca5f4","year":2020},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.708658Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:cc1232bc1c9a5dcb64532b4e7c622fc6bc838771ab4028086e052d10d6e34807","observation_id":"c6df1403-394d-4d0b-a408-f4ca74964bdd","resolution":{"observed_at":"2026-08-12T17:26:38.009408Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:37.992166Z","title":"Perceptual at- tacks of no-reference image quality models with human-in- the-loop","venue":null,"work_id":"b07f75d9-bf9b-46a7-a90e-2e0a0967d596","year":2022},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.712128Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:54d8b912a1f06791ad7c08c2a6e4037e25b07bbc011994860349ccfe707cc0f5","observation_id":"101d190e-60fe-4c77-82b7-d10248913414","resolution":{"observed_at":"2026-08-12T17:26:37.996870Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-12T17:26:37.979754Z","title":"Convolutional neural networks for image denoising and restoration","venue":null,"work_id":"f2c61260-0e0b-494e-b864-538038a1259d","year":2018},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.716192Z"},"links":{"citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:c9694b6988ae7330dbf91486432f2e1c3ad7855c45760c69c013651a62bdfafc","observation_id":"48cbb1f6-be55-4b4e-a4f8-1670b40094bd","resolution":{"observed_at":"2026-08-12T17:26:37.983911Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1907.04807","last_updated":"2019-08-29T13:35:31Z","snapshot_observed_at":"2026-08-21T08:19:35.421406Z","submitted_at":"2019-07-10T15:56:33Z","title":"Hacking VMAF with Video Color and Contrast Distortion","version":2},"cited_work":{"arxiv_id":"1907.04807","doi":null,"metadata_source":"pith","pith_arxiv_id":"1907.04807","snapshot_observed_at":"2026-08-12T17:26:37.753031Z","title":"Hacking VMAF with Video Color and Contrast Distortion","venue":"cs.MM","work_id":"c3df7cb6-1259-40e5-869c-0907f33603f0","year":2019},"citing_paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-12T17:26:37.719980Z"},"links":{"cited_paper":"/paper/1907.04807","citing_paper":"/paper/2411.12575"},"observation_digest":"sha256:9506e170601d7e2d92b5cfd534436e38dfc5153c536cfb524d2732863f94c4b0","observation_id":"72d5bc0e-9264-422b-a022-54707052d846","resolution":{"observed_at":"2026-08-12T17:26:37.760563Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2411.12575","last_updated":"2024-11-19T15:42:48Z","latest_version":1,"primary_category":"eess.IV","snapshot_observed_at":"2026-08-16T18:51:44.227994Z","submitted_at":"2024-11-19T15:42:48Z","title":"Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment"},"reference_resolution":{"displayed":50,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":10,"verified_exact":5,"verified_fuzzy":35},"total_outbound_references":50},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2411.12575."}