{"as_of":"2026-08-06T01:04:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:4e24e844f45619912383ff591dfefa92ba4bc757fca8910b4424f593470708cb","coverage":[{"denominator":47,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":47,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-17T20:32:41.492849Z","state":"measured"},{"denominator":48,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":48,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-27T22:46:42.634171Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-07-02T16:27:08.891879Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"cited_work":{"arxiv_id":"2511.15496","doi":null,"metadata_source":"pith","pith_arxiv_id":"2511.15496","snapshot_observed_at":"2026-07-02T16:27:08.891879Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","venue":"cs.CV","work_id":"0a7da919-4fb7-41c0-a8d0-bae722059d27","year":2025},"citing_paper":{"arxiv_id":"2606.06899","last_updated":"2026-06-05T04:31:32Z","snapshot_observed_at":"2026-08-02T13:27:22.772585Z","submitted_at":"2026-06-05T04:31:32Z","title":"Lighting-Aware Representation Learning under Controllable Lighting Variation","version":1},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-06-27T22:46:42.634171Z"},"links":{"cited_paper":"/paper/2511.15496","citing_paper":"/paper/2606.06899"},"observation_digest":"sha256:20c6ee34f5be8215f3c572b107fc026a3dd6bac3417637dbec062dbaaae9fef9","observation_id":"b63bffbd-952a-40db-a109-aebe4ecffe28","resolution":{"observed_at":"2026-07-02T16:27:08.893392Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2511.15496/citation-record","integrity":"/paper/2511.15496/integrity","json":"/paper/2511.15496/citation-record.json","paper":"/paper/2511.15496"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Learning a deep single image contrast enhancer from multi-exposure images","venue":null,"work_id":"17118575-dd7d-4bbe-b140-aeb0b81ec119","year":2049},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:471d88effb1802b6d1b2ec66b8b3fb98975579f5a30b2b928e00038aae9ffe0a","observation_id":"22f4f7b6-f47d-45bb-91c1-4c985f804710","resolution":{"observed_at":"2026-05-17T20:35:13.858850Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Retinexformer: One-stage retinex- based transformer for low-light image enhancement","venue":null,"work_id":"7a5b2481-6ab7-4b2e-80ba-45ba06f8a69f","year":2023},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:aef737bf4a9e33b128e1b1b99d993d5b208ae12b54af66166619445441deccb9","observation_id":"37cd87ef-9adc-4e6c-b86b-7bd1bd3742a2","resolution":{"observed_at":"2026-05-17T20:35:13.864781Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Learning to see in the dark","venue":null,"work_id":"8e3acea5-5062-44dc-8499-90035f6d58fd","year":2018},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:7779a7c996409514ef021b2c8342e19fbf8b13f248477e72e703c7a733b0905e","observation_id":"62b14301-e8a2-47f9-b691-28d45a2936a7","resolution":{"observed_at":"2026-05-17T20:35:13.861663Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Darkir: Robust low-light image restoration","venue":null,"work_id":"d0ac88fc-76e5-4ce3-ad3d-c86777a54b13","year":2025},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:4db1b645c46bc385e9796509d02d6bc0c8e5b127f1d020b5c22030788d8747c3","observation_id":"a4bde113-d90c-4b76-ab70-ecf2f321a7fc","resolution":{"observed_at":"2026-05-17T20:35:13.867613Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Dancing in the dark: A benchmark towards general low-light video enhancement","venue":null,"work_id":"a181e1ed-67f2-4b33-9022-f34be062d409","year":2023},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:202f4d438f0111cd6065b17bfd00f7362e0b452e2ce1fb60b84ed5d1a30186bb","observation_id":"1739200a-f940-41ee-a301-85a1f11a3648","resolution":{"observed_at":"2026-05-17T20:35:13.792939Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A weighted variational model for simultane- ous reflectance and illumination estimation","venue":null,"work_id":"a92889a8-607f-4f09-ae75-aea38ac99143","year":2016},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:df8bf8edf2fc3fe964bdf9975035368f6a1f528ee3d9fb24dd21d1dee4534894","observation_id":"2a34d64d-f3af-4e4d-b3a3-777c568a78bf","resolution":{"observed_at":"2026-05-17T20:35:13.852865Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Zero-reference deep curve estimation for low-light image enhancement","venue":null,"work_id":"fb9410bb-40fd-451c-9058-ee37a379a060","year":2020},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:05e64e4f9e635d6db5ec136d7b81b48fc58a123e6bf38090d5e5678ffd2a82c0","observation_id":"86804af9-f2e3-4f0f-8899-eb3789d47bf0","resolution":{"observed_at":"2026-05-17T20:35:13.771775Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Lime: Low-light im- age enhancement via illumination map estimation.IEEE TIP, 26(2):982–993","venue":null,"work_id":"f3814225-de93-45ea-9036-97a09458ac14","year":2016},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:89532ea1e28b31562dbe88bb5a59581e600d35b31a16531cfad0da68d3717a6f","observation_id":"39de3c05-a6cf-400e-a759-66800e601aab","resolution":{"observed_at":"2026-05-17T20:35:13.743145Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"R2rnet: Low-light image enhancement via real-low to real-normal network.Jour- nal of Visual Communication and Image Representation, 90: 103712","venue":null,"work_id":"9279b734-fd11-404e-b99b-1189c34c62e2","year":2023},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:c7f2a7ce211dec0b1d0ba3b31c86afa5cd83cef64f536d3ffdfbf953747e1d52","observation_id":"e50932a4-74cf-4b2d-ad97-e3ed4d0aa8b2","resolution":{"observed_at":"2026-05-17T20:35:13.737640Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Multiscale sliced wasserstein distances as perceptual color difference measures","venue":null,"work_id":"03a27bfc-8245-4e88-a180-9933a3950821","year":null},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:3da46ccc422b24383b9b8f817074cbf12879b0b3c2b60d0709eb45e522926f78","observation_id":"b631801d-330e-40af-b532-7e2902bb51d2","resolution":{"observed_at":"2026-05-17T20:35:13.758494Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Dslr-quality photos on mobile devices with deep convolutional networks","venue":null,"work_id":"284cb58d-d068-4808-bd35-1ff636485094","year":2017},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:718a0069d000706feafae57ec311b9cc58f01cacacdd3d8bf4c84122cc4d3f89","observation_id":"61efeebe-9c73-45bd-a115-bfff40afb972","resolution":{"observed_at":"2026-05-17T20:35:13.766779Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Enlightengan: Deep light enhancement without paired supervision.IEEE TIP, 30:2340–2349","venue":null,"work_id":"860de50a-370e-42f6-acd9-e6b7849132d1","year":2021},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:4d5e8bdaf242cb5e21ea91a1290cf51d33c867247ad908c7a0bc3b116d806de8","observation_id":"745bf641-1bde-4a0c-918a-d4ded13678a8","resolution":{"observed_at":"2026-05-17T20:35:13.781896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"The retinex.American Scientist, 52(2):247– 264","venue":null,"work_id":"ab4031dc-b51e-4e07-9724-286b399b122b","year":1964},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:1135d9fbcedd16e14174adf5d9475e7034cc645a91d31c3b1768bdfb7e50076f","observation_id":"9220c92b-69df-4dd4-9835-e175fb58d155","resolution":{"observed_at":"2026-05-17T20:35:13.755888Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Contrast en- hancement based on layered difference representation","venue":null,"work_id":"6a047e37-2aa4-4d03-ab8a-de439fb6cbea","year":2012},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:2dd34c724f5f2b5ac5754ab3320800d4cc08806996715f0d0f29c4e71e80ab8d","observation_id":"df948097-5e19-4c39-9303-0ad960d28b69","resolution":{"observed_at":"2026-05-17T20:35:13.751021Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Low-light image and video enhancement using deep learning: A sur- vey.IEEE TPAMI, 44(12):9396–9416","venue":null,"work_id":"e0840efb-1b73-42ed-a8cd-d0018f9173f3","year":2021},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:ed32c318565a139144a7843da1b5b33a4f4ace0f364be1987866fb85ed24665a","observation_id":"9bbb7a0f-d373-43d5-bd13-62fa70f612d8","resolution":{"observed_at":"2026-05-17T20:35:13.748594Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Gt-mean loss: A simple yet effective solution for brightness mismatch in low-light image enhancement","venue":null,"work_id":"8eda2cb5-fb00-40ac-acb9-102dd48faf48","year":2025},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:1e53b607d8992aeacd45562e5fb757896f71617c8ad4db2ceaca28d24fd5debe","observation_id":"c35b902b-7e8a-49a0-8ecf-c30c2303ac77","resolution":{"observed_at":"2026-05-17T20:35:13.740062Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Benchmarking low-light image enhance- ment and beyond.IJCV, 129:1153–1184","venue":null,"work_id":"520722a4-4e76-49d7-a443-e433a025222c","year":2021},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:b4cc403ab786dae7c1ca4c9fe4473aef6ec9ddcb8134f88ea5974bdecfc3b3b9","observation_id":"87e6b521-3467-4b79-85e0-0faa3c4cae39","resolution":{"observed_at":"2026-05-17T20:35:13.745783Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Toward fast, flexible, and robust low-light image enhancement","venue":null,"work_id":"c6eda66d-3312-46ef-84e8-308d516d469b","year":2022},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:7daa012ff12e0a7fc03fbb0f56ff52c417d392cb04195f59937fe6b4ce3e99ee","observation_id":"7e022479-75dc-48ee-9d85-0c3a4f457eb4","resolution":{"observed_at":"2026-05-17T20:35:13.769400Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A topological loss function for image denoising on a new bvi-lowlight dataset.Signal Processing, 211:109081","venue":null,"work_id":"1bd2925c-86ac-4d9e-8b90-b36bb4f0ffa5","year":null},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:c3850aee011213385609a703a042acbf2ce8201c297e6d3070e4e12725059924","observation_id":"a1f2379a-a637-49c1-a921-399350159df9","resolution":{"observed_at":"2026-05-17T20:35:13.796085Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"No-reference image quality assessment in the spa- tial domain.IEEE TIP, 21(12):4695–4708","venue":null,"work_id":"4d3ed97b-a135-4243-afbc-c9a089c9a837","year":2012},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:aea97c5cf6f96706876406e04e6ec5d6725291ef00270e32e47d66ce87b5477b","observation_id":"6a778d5f-fb22-4308-b611-f60ed14dc54e","resolution":{"observed_at":"2026-05-17T20:35:13.855895Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"completely blind","venue":null,"work_id":"eec518f7-cf68-42c4-94c1-acdc4bcd443a","year":2012},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:d7974f741db92d678960f3e70a9b03ec4e0faed8677bd6eca0a8e60ceb756164","observation_id":"3b68a88e-f370-4143-b7e0-cfef0bb46ef3","resolution":{"observed_at":"2026-05-17T20:35:13.843736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Multi-scale retinex for color image enhancement","venue":null,"work_id":"f49c2f33-7d23-41b2-bc82-1721a180d248","year":null},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:1692248e33a69b73ba01e8c7dd612730628aaa6831b2d9107afb2b4d31fd9ff3","observation_id":"77ed6353-74b4-453d-94e5-fac454a07ab4","resolution":{"observed_at":"2026-05-17T20:35:13.837414Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement","venue":null,"work_id":"a53d9e0b-2727-4a59-b9fe-f91bff2806f2","year":2021},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:5ba9d5cc1e424e848a75b704f338d37dc21651411eb207d58c3c864f34ad6bf3","observation_id":"8a03201a-50a7-4d85-8982-79799f56bc39","resolution":{"observed_at":"2026-05-17T20:35:13.840635Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Promptnorm: Image ge- ometry guides ambient light normalization","venue":null,"work_id":"9ab37017-c6f1-4b9b-96c4-d066f1426dca","year":2025},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:25e38e2a86c0558d7d2672d268de0f962f0c4e4e239b7beb389f01bc5c5c8eb9","observation_id":"7a1f1464-1954-4acb-926d-6bb20526c135","resolution":{"observed_at":"2026-05-17T20:35:13.827834Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Survey of methods and evaluation of retinex-inspired image enhancers.J","venue":null,"work_id":"130c40b3-e234-4f30-b678-f8fcc38b334e","year":2022},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:8a0754b3e4bd8429ebf342139b892ac0c14f847a391f24e0d85ea1ea21786796","observation_id":"fd4eb953-9aa7-41ac-a78b-1a655ba7c921","resolution":{"observed_at":"2026-05-17T20:35:13.824977Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Tm-died: The most difficult image en- hancement dataset, Accessed 10/2025","venue":null,"work_id":"d15bab40-53e7-4ac0-b601-350e72adfe6d","year":2025},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:b9816921b3644f0beaf6cab9201d633a8551ab61df1ac9492966d85e55b28eed","observation_id":"558c49c5-79f7-4379-b2b9-6a7f8a8d1985","resolution":{"observed_at":"2026-05-17T20:35:13.834100Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"A biologically in- spired scale-space for illumination invariant feature detec- tion.Meas","venue":null,"work_id":"bfdfe05d-9b08-40b8-b14c-d96adac64fda","year":2013},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:e7cea7d974cf54b1ff6c4588caa61f669880a6c7ea561d8101ac76e53ac3d798","observation_id":"09465c74-c689-481b-9724-68bcaa23d0a2","resolution":{"observed_at":"2026-05-17T20:35:13.830948Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Fourllie: Boosting low-light image enhancement by fourier frequency informa- tion","venue":null,"work_id":"8f8dedf3-6651-4a4f-a82a-f20184118dff","year":2023},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:8c259bd0d44c64ab72ee9596c6491fd37cc8f9ef20a141d98dbfc53f094a0b48","observation_id":"f2ef9fa7-a42a-46fa-bc31-83d0a72a0b5f","resolution":{"observed_at":"2026-05-17T20:35:13.846622Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Underexposed photo enhance- ment using deep illumination estimation","venue":null,"work_id":"d45ce295-3e6f-4880-91e3-358b10959b25","year":2019},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:157f03ee96dc7b8abb7a7281c907b56aedcbccb135aaa44dfeadf77724c0cd21","observation_id":"85ee7ec9-ac10-4ebd-b1af-51075dbf03ea","resolution":{"observed_at":"2026-05-17T20:35:13.816044Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Seeing dynamic scene in the dark: High- quality video dataset with mechatronic alignment","venue":null,"work_id":"8844b5c9-aaf5-476e-a2b6-a85fff280fd8","year":null},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:2fdcfaac9e6a30345f28eac243e6f91ba127d897238533e8231b138baae7026a","observation_id":"a00222ae-8bc5-4be7-bdf3-39a7da133945","resolution":{"observed_at":"2026-05-17T20:35:13.813034Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Nat- uralness preserved enhancement algorithm for non-uniform illumination images.IEEE TIP, 22(9):3538–3548","venue":null,"work_id":"57cff36d-75db-4475-b298-9b9c8f4a6a0c","year":2013},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:9a2e16957f5db6694cf684c8b54009a595f9e83eb9bf98c3cb095d7208252615","observation_id":"228d2661-36a1-4d08-903a-a0326d2f6614","resolution":{"observed_at":"2026-05-17T20:35:13.807343Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Ultra-high-definition low-light image enhancement: A benchmark and transformer-based method","venue":null,"work_id":"e6effec8-eace-4287-939a-62bfd03edf5a","year":2023},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:d35e110336100d32c0129d875d59beb82a67d527f670b4474fea3661fc588eee","observation_id":"91016f4b-ef99-40b8-a807-1991be613e87","resolution":{"observed_at":"2026-05-17T20:35:13.810109Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep retinex decomposition for low-light enhancement","venue":null,"work_id":"1dce9695-40ca-4a35-8408-2dba37a1b858","year":2018},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:bd22078122348f4e8a8af95af604d0207904a143a82a2c0fb2e5055cf4c7e6aa","observation_id":"84624403-c07d-4116-a4ac-978c30e41b8c","resolution":{"observed_at":"2026-05-17T20:35:13.822069Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Gladnet: Low-light enhancement network with global awareness","venue":null,"work_id":"93f44412-3f62-4cb5-94ea-059c67d3c599","year":2018},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:55b63f5243d1c34a39ede4c8d8256ba029fcd004bc970d2b5e1080e2d6286ca0","observation_id":"ea356d2e-d41f-4e3d-a995-373f1ae2b497","resolution":{"observed_at":"2026-05-17T20:35:13.819085Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Deep retinex decomposition for low-light enhancement","venue":null,"work_id":"4db2c153-3838-4c8d-bb42-b08dc956bd2d","year":2018},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:20660c6da5e473b39a880a3c2b94df9b46695872cf0c3a3b1618f73e5c69e1f8","observation_id":"f9a7c990-a2d6-4390-a7f1-1f94f8d6fb07","resolution":{"observed_at":"2026-05-17T20:35:13.779354Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Hvi: A new color space for low-light image enhancement","venue":null,"work_id":"fdb08593-a413-48cc-8697-c3a8ff4a6ff3","year":2025},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:04ab325954059702529f67e8ea279cc981786e1a9615883eeca23681362df406","observation_id":"92c29cc1-00f6-428b-b1a2-26e31ef8bb35","resolution":{"observed_at":"2026-05-17T20:35:13.784352Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"From fidelity to perceptual quality: A semi- supervised approach for low-light image enhancement","venue":null,"work_id":"519196a5-728d-4691-a1ff-5377fecb770a","year":2020},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:9066a1f2abe33ca7b77f8ef08bf6ca237d68f81fb86bb2e365ba5101c148bdfb","observation_id":"dd51ec6c-a0ec-48b4-a84c-2daa9b842073","resolution":{"observed_at":"2026-05-17T20:35:13.801188Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Sparse gradient regularized deep retinex network for robust low-light image enhancement.IEEE TIP, 30:2072–2086","venue":null,"work_id":"834c7ce6-10aa-4fbc-b4fd-621b8eca3328","year":2072},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:e597c76b96b5e41f3c89b86c61324ef8f7dca96624928b615a98d9bca1ee23fb","observation_id":"06c9db21-2608-4077-aad9-1c3e804fea6b","resolution":{"observed_at":"2026-05-17T20:35:13.849887Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Diff-retinex: Rethinking low-light image enhancement with a generative diffusion model","venue":null,"work_id":"a34531ef-06ed-47ad-ac5a-a6466299f519","year":2023},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:047b4566b47b5bb92e45032f8e61d10a88fffaba753a78c428367e2ccf405b96","observation_id":"8d8148e4-a1d6-4b97-a1c5-66eb0cb5a001","resolution":{"observed_at":"2026-05-17T20:35:13.774391Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Learning enriched features for real image restoration and enhancement","venue":null,"work_id":"2ab48965-ffae-450c-bd00-5a08f218fbed","year":2020},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:40cbcc5b5650faa0e9c1836b39bbf61018b0407142ef1c587e8b89c8ab84ea41","observation_id":"17599e47-65ea-4af7-bd6d-d48eb23325f6","resolution":{"observed_at":"2026-05-17T20:35:13.804005Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Restormer: Efficient transformer for high-resolution image restoration","venue":null,"work_id":"939b0fb2-627d-4808-bd56-25e51457d88d","year":2022},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:504fa030f0de1b76d4f17a9338309d1d7876ef5539db236a6e607f7b687f2caf","observation_id":"4dd72393-e77e-4a6c-ab88-5faf4199cba8","resolution":{"observed_at":"2026-05-17T20:35:13.798453Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Benchmarking ultra-high-definition image super-resolution","venue":null,"work_id":"f88e14c6-a190-4d7e-a9eb-1c43da3168f4","year":2021},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:dae1ed7c3dd61eb2d84884d9d186d6c10e868c51fa16106f5d26d7696e72ea00","observation_id":"0d4c5cb1-bf91-4310-a5bb-69137998b605","resolution":{"observed_at":"2026-05-17T20:35:13.760894Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"The unreasonable effectiveness of deep features as a perceptual metric","venue":null,"work_id":"417e08a3-f3ab-47c7-8654-04b7f832d3b3","year":2018},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:de00ec027fbfaec3a0bbe40bf52c6dce7cb404fc26fff1be5f79b06fd72f5733","observation_id":"827c527a-cf9e-4146-814b-d2f13d44cda7","resolution":{"observed_at":"2026-05-17T20:35:13.763903Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Kindling the darkness: A practical low-light image enhancer","venue":null,"work_id":"f583b7ec-9b5e-4d8f-81f6-3da17e90e3ee","year":2019},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:6e77f2434f17f0ae62a4ebca4a3b56a6c76d71529e11a2ef7125cca2ef43e7be","observation_id":"3bc30b45-032c-43df-bde0-f161129a9768","resolution":{"observed_at":"2026-05-17T20:35:13.776841Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Beyond brightening low-light images.IJCV, 129(4): 1013–1037","venue":null,"work_id":"066ece4c-bda9-4e7e-8785-42d7213e5526","year":2021},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:1ebf53d9080ba4cefdd55b77cc27269c054e4d08bab88b0b207c8b5eb26cfc40","observation_id":"ca6a9487-eff8-4ffd-95f4-9f8816c459c9","resolution":{"observed_at":"2026-05-17T20:35:13.753661Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Pyramid diffusion models for low-light image enhancement","venue":null,"work_id":"7a71ec04-e8e2-4308-9fa2-d60bb0a77f21","year":2023},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:a91669724ae80b0bce290d8e6cb0aa62927e82a4e682357ae7e5eb1c32245859","observation_id":"58b9dece-5373-47fd-a71b-804df6bef1b5","resolution":{"observed_at":"2026-05-17T20:35:13.787494Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-06-05T21:23:00.469572Z","title":"Led- net: Joint low-light enhancement and deblurring in the dark","venue":null,"work_id":"ef136f7d-5ea0-4e75-b151-99a3125cfe94","year":2022},"citing_paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-17T20:32:41.492849Z"},"links":{"citing_paper":"/paper/2511.15496"},"observation_digest":"sha256:e4745c0ee8bcb3acf1b43dd855523e43c366f4ef849222eee9e12a21f28ed7bd","observation_id":"9f03a772-54db-4501-bb67-df7b880715ae","resolution":{"observed_at":"2026-05-17T20:35:13.790199Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2511.15496","last_updated":"2026-04-09T08:29:53Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-07-06T22:36:24.466921Z","submitted_at":"2025-11-19T14:52:51Z","title":"Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels"},"reference_resolution":{"displayed":47,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":47},"total_outbound_references":47},"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":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2511.15496."}