{"as_of":"2026-08-08T09:59:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f68b104bfca4ce5188c0097ee7b2f1833be2ecb471ee89ebcfb08c628e8830dc","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":"2026-08-06T20:01:54.170364Z","state":"measured"},{"denominator":47,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":47,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.03976/citation-record","integrity":"/paper/2507.03976/integrity","json":"/paper/2507.03976/citation-record.json","paper":"/paper/2507.03976"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.646079Z","title":"Unprocessing images for learned raw denoising","venue":null,"work_id":"4ea12a6e-cca1-481e-8436-bdff23892096","year":2019},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:53.983892Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:7685bf8f41d7afc0b437a7fa2afb5fa490809939957086039084a5a7bfc1c9a7","observation_id":"d5116f98-aa99-4bc4-8e5e-6d03bd8ed03e","resolution":{"observed_at":"2026-08-06T20:01:54.649571Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.635825Z","title":"Retinexformer: One-stage retinex- based transformer for low-light image enhancement","venue":null,"work_id":"31491ab6-0cf5-4f47-90d1-a28e49fc0603","year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:53.987872Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:9b79b9e1dddfef80127b4f407033209468afd7cae04f5d87ea9beaea59a8c51e","observation_id":"a2c1c37f-64f3-4ca0-a6dd-fcf874cd255b","resolution":{"observed_at":"2026-08-06T20:01:54.639677Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.625747Z","title":"Tensorf: Tensorial radiance fields","venue":null,"work_id":"7687b579-6bb4-49d0-9d16-6998fedb26cd","year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:53.991743Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:fdfcb789dbcb9950e2ae5dfc2d4cf7d3183953368b138094ad2e04718d365bd3","observation_id":"9c60ecd2-f3b9-4b4e-b8ed-8ce749c4a957","resolution":{"observed_at":"2026-08-06T20:01:54.629378Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2205.14871","last_updated":"2022-10-08T11:17:26Z","snapshot_observed_at":"2026-08-02T12:02:10.999189Z","submitted_at":"2022-05-30T06:21:52Z","title":"You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2205.14871","snapshot_observed_at":"2026-08-06T20:01:53.995522Z","title":"You only need 90k parameters to adapt light: a light weight trans- former for image enhancement and exposure correction","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:53.995522Z"},"links":{"cited_paper":"/paper/2205.14871","citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:33079e3a0009ccfdd0a3239c5c1d2b72d6303cd47b9dc3da6028ed39391ae39f","observation_id":"34203756-a0ac-4d42-b487-8c336ab0f1b7","resolution":{"observed_at":"2026-08-06T20:01:53.995522Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.615515Z","title":"Aleth-nerf: Illumination adaptive nerf with concealing field assumption","venue":null,"work_id":"ec21f53f-d1ba-4124-bf3a-563d17f03dc7","year":2024},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:53.999726Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:8d53a70ec2d1bb8a5e97d3b6c713ad81c484115055148ec70cbe3fd8050f56b1","observation_id":"ef9f2838-c554-47fa-9cf3-f00c96f42a41","resolution":{"observed_at":"2026-08-06T20:01:54.619098Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T20:01:54.003630Z","title":"Plenoxels: Radiance fields without neural networks","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.003630Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:01fd6e712f8b386755717bb0ffdff366bbd14db19284227b5b96dc557b8c495a","observation_id":"a8b85d4e-ecf9-4975-9fb2-c642809a5563","resolution":{"observed_at":"2026-08-06T20:01:54.003630Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.008066Z","title":"Fastnerf: High-fidelity neu- ral rendering at 200fps","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.008066Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:63a20f82dd7b8ad17627dce28aab22c1d33aa687488d159def30ef3449de3727","observation_id":"49dddb8e-ef60-437b-a087-6a8eaef37d3f","resolution":{"observed_at":"2026-08-06T20:01:54.008066Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.593742Z","title":"Zero-reference deep curve estimation for low-light image enhancement","venue":null,"work_id":"20dadc04-16e6-497c-bcf5-8eb33bc3464a","year":2020},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.011512Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:25c180e11071a97443693ab1758d15d52ab9de6164bae1cd1b73f31272c9c562","observation_id":"b07a2221-8852-45fc-9909-6157afb31e74","resolution":{"observed_at":"2026-08-06T20:01:54.597415Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.582956Z","title":"Lime: Low-light im- age enhancement via illumination map estimation","venue":null,"work_id":"1fb0c674-911c-4738-bc75-f7ae784ee977","year":2016},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.014827Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:e26cb718ae0548927ecbd47ebe9671996f48e0f147fc75449a2b2e434e1b16e2","observation_id":"6a365366-a2b7-4dfd-b440-8614e8a57a56","resolution":{"observed_at":"2026-08-06T20:01:54.586551Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T20:01:54.018316Z","title":"Putting nerf on a diet: Semantically consistent few-shot view synthesis","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.018316Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:d18c5486785f7d6803ea3add7d06560e02c6150a47c8ef42c4b07f1184b30870","observation_id":"f9309fbc-b9b4-466f-8171-d86da2df384f","resolution":{"observed_at":"2026-08-06T20:01:54.018316Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.565444Z","title":"Enlightengan: Deep light enhancement without paired supervision","venue":null,"work_id":"7fc5acbe-8b80-4027-a775-336f4dee7040","year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.021764Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:78ad0a4711703c5e012eca43d5e777aa8cd4760315f1088c83b5092c9e8bbe7c","observation_id":"ec416279-2a50-4537-b5e1-89fe17a436ac","resolution":{"observed_at":"2026-08-06T20:01:54.569144Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.555420Z","title":"Up-nerf: Unconstrained pose prior-free neural radiance field","venue":null,"work_id":"d3118f09-9e2e-4fdc-b58a-43cdf9bbfb47","year":2024},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.025189Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:9b32bb2ea9706707f6fe5daada98d575cf5fd4ba7757e859ef154a32695def70","observation_id":"5fce6f98-b4ad-40d7-ab56-4288b1ee8742","resolution":{"observed_at":"2026-08-06T20:01:54.558753Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.545923Z","title":"A variational framework for retinex","venue":null,"work_id":"e1cd48c0-e469-4f3f-aa28-bbc2aab4492a","year":2003},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.028602Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:59e320f526dc6902438726d02ef9c371f5a69d28239320470c020225bfcfc9e4","observation_id":"616d1a4a-3e14-4cc3-b979-ef963a2d2fd3","resolution":{"observed_at":"2026-08-06T20:01:54.549196Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.535923Z","title":"Learning to enhance low-light image via zero-reference deep curve esti- mation","venue":null,"work_id":"f2715873-2a85-45d4-a135-f7caf0405636","year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.032156Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:7ac74f2087fd21dc91817c611eae2919e007b68fdf1d52513fc8f20920c1cfc9","observation_id":"2f461689-74f3-456b-853c-b45149658ddd","resolution":{"observed_at":"2026-08-06T20:01:54.539621Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.525793Z","title":"Retinex-inspired unrolling with cooperative prior architecture search for low-light image enhancement","venue":null,"work_id":"df5a4d61-bfa3-4f43-a98d-73a22ef62841","year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.036668Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:195082aff266a88a0727970f9ac11c94c305e5f52c28f969a58e1f86d5f412ac","observation_id":"c1e59836-513f-4185-9974-bfcf370b18af","resolution":{"observed_at":"2026-08-06T20:01:54.529367Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.516103Z","title":"Mbllen: Low-light image/video enhancement using cnns","venue":null,"work_id":"77824849-0d41-42c1-ba34-62c426961d11","year":2018},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.041232Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:9d154c9b1aa48d74deb778f0296f9cfff86b3501660f30f9017c91f98e1e9b68","observation_id":"0758de5e-b821-4b34-8821-7cb76920e20b","resolution":{"observed_at":"2026-08-06T20:01:54.519557Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.505674Z","title":"Toward fast, flexible, and robust low-light image enhancement","venue":null,"work_id":"d8a66579-dc54-49dd-859c-7ac30d979319","year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.045770Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:9fb046c2fc168ed755bbfd60cae051baa598a54fce9b46d1913a5ceee5753a4a","observation_id":"37df560b-75dd-4f88-b619-97185d76c378","resolution":{"observed_at":"2026-08-06T20:01:54.509219Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.494286Z","title":"Nerf in the wild: Neural radiance fields for uncon- strained photo collections","venue":null,"work_id":"ad57ed25-e182-451a-ae70-f3fce434e3c8","year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.050309Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:fc34278621338f0178d2d5755dd96b019341983d63c0e4fd7d353f92391b83db","observation_id":"6511a1f5-4ea1-460a-a397-584a35ae4d05","resolution":{"observed_at":"2026-08-06T20:01:54.498455Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.483030Z","title":"Nerf: Representing scenes as neural radiance fields for view syn- thesis","venue":null,"work_id":"0a2e874c-a10f-4bf6-b3e5-b5a8bd701b66","year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.054789Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:86051789279c8da8bb9483d58c98779f8b91b5c6c77c2bee19d30d8bebbeaddb","observation_id":"ff85018d-9b8e-4989-b42e-346fd0576a83","resolution":{"observed_at":"2026-08-06T20:01:54.486900Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.471879Z","title":"Nerf in the dark: High dynamic range view synthesis from noisy raw images","venue":null,"work_id":"0d707e64-64e7-4617-bf5f-28114d05c39f","year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.059587Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:69a84529c91ff0479acebfa5106328d96e1d5b3244a9c15e3607203ae5757788","observation_id":"e8317c7d-5ad6-4aa3-9abf-94a1c4cd0094","resolution":{"observed_at":"2026-08-06T20:01:54.475559Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.460269Z","title":"Instant neural graphics primitives with a mul- tiresolution hash encoding","venue":null,"work_id":"d76bb55a-4b07-4727-bcb7-bc04d3a12a88","year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.064434Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:794b8a982fc1429a2a201467fb25eea668ecee815b83671886d251aa0976009e","observation_id":"85b9dd59-a47a-44e2-98c3-4655472b33fc","resolution":{"observed_at":"2026-08-06T20:01:54.464167Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.449234Z","title":"Reg- nerf: Regularizing neural radiance fields for view synthesis from sparse inputs","venue":null,"work_id":"f6ff9a25-3414-4c03-81de-42741a6c6927","year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.069526Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:3d30a1d849d08ebcc766b68a0868f31029ed2f2a1a3be1bb995cd8651db0242d","observation_id":"607132fb-a69f-4db7-885c-5c3ef554767a","resolution":{"observed_at":"2026-08-06T20:01:54.453227Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.438862Z","title":"Retinex processing for automatic image enhancement","venue":null,"work_id":"8dbed260-b6b2-471a-9b3c-4c1e6e8ba349","year":2004},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.074318Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:97e5cf1f30d171ee95eda41487a80367d00450f93a1ef2fc797c21ad998f40b0","observation_id":"e04cf472-90a9-4919-abed-47206e789971","resolution":{"observed_at":"2026-08-06T20:01:54.442277Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T20:01:54.079459Z","title":"Kilonerf: Speeding up neural radiance fields with thousands of tiny mlps","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.079459Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:bbe6fd3ad81b98a1eef99befce23814362ce1427fd3d1353dfc04ccc18ac541b","observation_id":"3abc6adb-967e-4533-bc54-828d10347a42","resolution":{"observed_at":"2026-08-06T20:01:54.079459Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.422232Z","title":"Nerf on-the-go: Exploiting uncertainty for distractor-free nerfs in the wild","venue":null,"work_id":"4d48b28c-1350-40c6-b2b5-ca0c0266c411","year":2024},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.084221Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:3c2a75c1082a5265a5543158d3bb05a464d8f96eece897ca039e6e8f752c4b76","observation_id":"6942b491-4e96-4081-b2b4-193203014247","resolution":{"observed_at":"2026-08-06T20:01:54.425830Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T20:01:54.089307Z","title":"Nerf for outdoor scene relighting","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.089307Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:4b6746f70181c0bf8a738c54ec4a447ac437ca328896ad7e2f0df21ade231e60","observation_id":"d26b8533-0005-4140-8a32-47db4a958207","resolution":{"observed_at":"2026-08-06T20:01:54.089307Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.405699Z","title":"Robustnerf: Ig- noring distractors with robust losses","venue":null,"work_id":"684ffed5-3b83-409c-93b5-a8edfb278015","year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.094666Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:84a257aec46e45651c4dbfcf71f2d435ff8ad9939cd15c2455f6b7fd6239f799","observation_id":"82f4a633-b87e-4dce-950c-04d10210d0f7","resolution":{"observed_at":"2026-08-06T20:01:54.409731Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.395317Z","title":"Nighttime visibility en- hancement by increasing the dynamic range and suppression of light effects","venue":null,"work_id":"b725b439-52b1-4e26-9009-fd650f3f4b68","year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.099343Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:585a056fd0981fb66e526e2ce810bedb5d9786d062dc6c5e13eaab6b01740630","observation_id":"371613c5-57b9-4908-8a89-549f74dafb93","resolution":{"observed_at":"2026-08-06T20:01:54.398951Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.384534Z","title":"The lambertian assumption and landsat data","venue":null,"work_id":"3e4fdf95-2abe-4de1-832d-054700d1d6f2","year":1980},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.103153Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:356879620b59e340d69fc2e0494a824e2832c9856e7eaedaf9572697bfd2cbd2","observation_id":"0eaa47a9-0d1f-41a8-89fc-00a9424a67a7","resolution":{"observed_at":"2026-08-06T20:01:54.388621Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T20:01:54.107507Z","title":"Vip-nerf: Visibility prior for sparse input neural radiance fields","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.107507Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:6b895ae3c4735b8284ee90c9ddfb81912304a80b5a432b86d1fc1b0ee3377b94","observation_id":"33e7db3b-1897-4d4f-8dc8-a0958e9b1730","resolution":{"observed_at":"2026-08-06T20:01:54.107507Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.367265Z","title":"Neural underwater scene representation","venue":null,"work_id":"32665c47-3540-40fd-95aa-bfb258b8ff15","year":2024},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.110964Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:b536031d4331d6c322a9acc3b87fc53bbb0b0b79622986307354f29d9010cf93","observation_id":"edf94d97-18ba-4b0b-bca4-cfa8f6cbd667","resolution":{"observed_at":"2026-08-06T20:01:54.370918Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.356274Z","title":"Relight my nerf: A dataset for novel view synthesis and relighting of real world objects","venue":null,"work_id":"be6ff407-99f1-418c-b7a9-072070eb10c2","year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.114562Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:6046ee8cfabdfda007400dcdcdab53aa6839e966d15d6efef5efd92c02029175","observation_id":"f52a62dd-7ad0-4552-b703-d6483f557c12","resolution":{"observed_at":"2026-08-06T20:01:54.360013Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T20:01:54.118291Z","title":"Attention is all you need","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.118291Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:1232e4cb76ef26c9535dbee986b2bc3f5062c310246398838a49609fb484e39e","observation_id":"01c32166-22de-4158-9555-b739f0677632","resolution":{"observed_at":"2026-08-06T20:01:54.118291Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.339983Z","title":"Lighting up nerf via unsupervised decomposition and en- hancement","venue":null,"work_id":"d852ed70-057d-4352-843b-5da2910431bb","year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.121967Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:4c5c278df2676450d98dcd51bb149618a1270cbaa688a7fa9c2cbebd70a79da0","observation_id":"714102fb-b7dc-4590-bb70-79d3ac98254e","resolution":{"observed_at":"2026-08-06T20:01:54.343485Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.329708Z","title":"Deep retinex decomposition for low-light enhancement","venue":null,"work_id":"0cbe55f2-022a-4320-bb48-0cd6b0c25fb8","year":2018},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.125711Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:a91bd47f37ad2ece3a93d76503c96778a660f9caf8afd02c619d126bdd6398e3","observation_id":"9dfcda9d-c427-41c8-ad1d-eda46547f769","resolution":{"observed_at":"2026-08-06T20:01:54.333201Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.318970Z","title":"Uretinex-net: Retinex-based deep unfolding network for low-light image enhancement","venue":null,"work_id":"ddfa3c66-73c2-4cd3-bec9-284dab545bb5","year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.129572Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:4dbb393b1d066ecb8c42f2a3106c718243cdcaa2a03f9e286df2ff85c305b2ea","observation_id":"3a413d7f-f985-43af-9e69-ca87ff010749","resolution":{"observed_at":"2026-08-06T20:01:54.322699Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.308823Z","title":"Snr-aware low-light image enhancement","venue":null,"work_id":"988a3da5-e46d-4e48-a461-52d60cf59474","year":2022},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.133136Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:528df6638363d1017fab6ea5c1c142089bd1a110735b18e90821c380fc90e893","observation_id":"f441bb3c-e343-4188-95f7-0b6a00574290","resolution":{"observed_at":"2026-08-06T20:01:54.312147Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.298898Z","title":"Renerf: Re- lightable neural radiance fields with nearfield lighting","venue":null,"work_id":"e8ba3863-ba6e-4da9-af69-41783e645523","year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.137549Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:3254b4497d2265ddf09cf3f324e77f80e459457917ab0f534c9bda231ecd2474","observation_id":"4b797835-a141-4dc5-a53a-c5d7f35858f2","resolution":{"observed_at":"2026-08-06T20:01:54.302465Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.289057Z","title":"Implicit neural representation for coopera- tive low-light image enhancement","venue":null,"work_id":"4746b72f-bce3-41d5-8d24-3d44d7e18872","year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.141026Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:15fc671f22f7e88323040cad953647f1a87d3db677d67f8231cdf23dd0040ac3","observation_id":"eca8fbfd-9d34-40cd-b8a1-2e36257c69f5","resolution":{"observed_at":"2026-08-06T20:01:54.292515Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.278665Z","title":"Sparse gradient regularized deep retinex network for robust low-light image enhancement","venue":null,"work_id":"4088ad58-f836-4e7a-afbf-16de0dc7493a","year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.144470Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:4cdffb34438d9df8c026b5a6d67f1bc30c12f73cac4a6854f928795bf1efef54","observation_id":"b4fea002-4a55-4f5b-b663-ea316b6f1ccc","resolution":{"observed_at":"2026-08-06T20:01:54.282251Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.267518Z","title":"Diff-retinex: Rethinking low-light image enhancement with a generative diffusion model","venue":null,"work_id":"1029a5e2-f8fc-42f5-9a57-df2c610e86d2","year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.147800Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:5ff00acc295a59409563d870053cfc61d74126e085ac5e4cea43ddb80d3b52bb","observation_id":"3a7d6a66-86c1-4d06-a162-bb397768fe94","resolution":{"observed_at":"2026-08-06T20:01:54.271387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T20:01:54.151059Z","title":"pixelnerf: Neural radiance fields from one or few images","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.151059Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:5294829c20e17dc49c806855273aabce114402e57e25e665ae5ccf99d03ad49b","observation_id":"46b0bd15-563e-45ca-a81c-a5b1a0d296ad","resolution":{"observed_at":"2026-08-06T20:01:54.151059Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.250271Z","title":"Learning tem- poral consistency for low light video enhancement from sin- gle images","venue":null,"work_id":"ae332a02-eaac-4dba-bd51-e5ed862a056e","year":null},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.154631Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:cf3d4fb81e010f38a356ccb11b5f31d60fc70e36680c7d5c05318c797e115cf1","observation_id":"aafd7204-079a-44aa-af80-6a89073ea53c","resolution":{"observed_at":"2026-08-06T20:01:54.254246Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T20:01:54.158550Z","title":"Dual illu- mination estimation for robust exposure correction","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.158550Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:24f544f1ba29f679a84f5ef62c68ce5041983a3333dc7f1aa801fe0c5d1fbdc7","observation_id":"1aa19495-f804-426a-bfaa-b567e042131f","resolution":{"observed_at":"2026-08-06T20:01:54.158550Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.233818Z","title":"Beyond nerf underwater: Learning neural reflectance fields for true color correction of marine imagery","venue":null,"work_id":"233f2e29-04a3-4f2d-8b35-10ca6638476c","year":2023},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.162147Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:16b9a05463c8a08b3d85386809d225fbb84e2c8cd1e2a61581bf46aa96843c79","observation_id":"5d3732d9-07cc-4de4-ba2a-fe7f58e89bfb","resolution":{"observed_at":"2026-08-06T20:01:54.237559Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.223503Z","title":"Ner- factor: Neural factorization of shape and reflectance under an unknown illumination","venue":null,"work_id":"410e1e2d-8549-4c2c-ad14-41f0d11b6772","year":2021},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.165792Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:a6ba6ee9dae06b3922bb934c5fe664f596ff5432940e4355171d775a0906df65","observation_id":"00188213-6560-4345-858b-67f778e2aaf7","resolution":{"observed_at":"2026-08-06T20:01:54.227080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:01:54.211143Z","title":"Zero-shot restoration of underexposed im- ages via robust retinex decomposition","venue":null,"work_id":"631c7f60-b762-4325-bcb2-8390ed1cf486","year":2020},"citing_paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T20:01:54.170364Z"},"links":{"citing_paper":"/paper/2507.03976"},"observation_digest":"sha256:a41388f65f06ab0cf117e71dc46ef72d95fd1ae47d999d60d000e9827f27c934","observation_id":"031b5133-992b-49d7-afae-90ac00be96e9","resolution":{"observed_at":"2026-08-06T20:01:54.216388Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.03976","last_updated":"2025-07-16T02:51:15Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-06T19:55:41.554971Z","submitted_at":"2025-07-05T10:02:30Z","title":"Robust Low-light Scene Restoration via Illumination Transition"},"reference_resolution":{"displayed":47,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":10,"verified_exact":0,"verified_fuzzy":37},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2507.03976."}