{"as_of":"2026-08-08T20:06:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:727ca3fe648bbfa9f3fcded11d21f9175565692fc89bdadec90528d0d1af9579","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T15:42:55.580717Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"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/2505.14010/citation-record","integrity":"/paper/2505.14010/integrity","json":"/paper/2505.14010/citation-record.json","paper":"/paper/2505.14010"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T15:42:50.787941Z","title":"O-haze: a dehazing benchmark with real hazy and haze-free outdoor images","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:50.787941Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:bd03b39d3596a14cbb440f95d1747473d24f23d53cf384cd8f33197f2e6fcffe","observation_id":"0eb2711c-4954-4149-a708-547d7768116b","resolution":{"observed_at":"2026-08-07T15:42:50.787941Z","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":"2026-08-07T15:43:03.459856Z","title":"I-haze: A dehazing benchmark with real hazy and haze-free indoor images","venue":null,"work_id":"9511cf4e-cbad-4eb6-8319-3759217cb02a","year":2018},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:50.880238Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:1cad8794570f040d604d9199f6326dfdf6c8ddd942e8aebc7c53c74b65ebb072","observation_id":"4ce78b01-dc57-4c22-9fef-736fdf63acb4","resolution":{"observed_at":"2026-08-07T15:43:03.517748Z","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":"2026-08-07T15:43:03.221668Z","title":"Precomputed atmospheric scattering","venue":null,"work_id":"5352cb04-e44f-4080-825d-169d69cfd6dc","year":2008},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:50.984240Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:954fe535876e680f33198ccf8b9ee4e326a4674cee7f35322a4130072c3a87df","observation_id":"34a0fa9a-a7d0-40f8-ab12-5e3cb440dee1","resolution":{"observed_at":"2026-08-07T15:43:03.358731Z","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":"2026-08-07T15:43:03.085123Z","title":"Dehazenet: An end-to-end system for single image haze removal.IEEE transactions on image processing, 25(11):5187– 5198, 2016","venue":null,"work_id":"80ec509e-7771-49cc-a7fe-4ac965637edd","year":2016},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.078616Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:e3325ec1336a121d51937b99412057c3da1408cf2cd1541e8f74e865c2d9e1c7","observation_id":"f7a91e57-59f2-4804-b1be-8a3ebe5ab677","resolution":{"observed_at":"2026-08-07T15:43:03.147295Z","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":"2026-08-07T15:43:02.883340Z","title":"Retinex- former: One-stage retinex-based transformer for low-light image enhancement","venue":null,"work_id":"0b2ec36a-a040-4409-8ba0-ac6b3e95ae5c","year":2023},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.180301Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:8d67a03bd1b8e85845ecb45c45913570dcafb88a75550f7423e78bfcf9d68e21","observation_id":"505c536b-a01f-43e8-865a-538999741a24","resolution":{"observed_at":"2026-08-07T15:43:02.997542Z","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":"2504.09621","last_updated":"2025-04-13T15:41:25Z","snapshot_observed_at":"2026-08-07T16:06:08.524744Z","submitted_at":"2025-04-13T15:41:25Z","title":"Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images","version":1},"cited_work":{"arxiv_id":"2504.09621","doi":null,"metadata_source":"pith","pith_arxiv_id":"2504.09621","snapshot_observed_at":"2026-08-07T15:42:55.902308Z","title":"Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images","venue":"cs.CV","work_id":"31dbb72e-da73-47c8-a124-ef39b6f4db88","year":2025},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.249124Z"},"links":{"cited_paper":"/paper/2504.09621","citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:0f8a0a4d73162aa535a47127b0f1bf801387a138006fa63482216124c42914c9","observation_id":"5137fa1b-acf7-4ecd-bf5f-68998775a493","resolution":{"observed_at":"2026-08-07T15:42:55.956546Z","resolver_source":"local_arxiv","status":"verified_exact"},"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":"2026-08-07T15:43:02.622325Z","title":"Ultra- high-definition dynamic multi-exposure image fusion via infinite pixel learning","venue":null,"work_id":"84e5467c-6eb4-4bfa-8e1e-4db980c23c06","year":2025},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.381473Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:577f0afb2504e31d626a3c1c3e149ca2dfc002085583aa6a8ba9119c325eae56","observation_id":"2e4ce854-c85e-4d4a-a038-7554725ce0f0","resolution":{"observed_at":"2026-08-07T15:43:02.796165Z","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":"2026-08-07T15:43:02.313318Z","title":"Dea-net: Single image dehazing based on detail- enhanced convolution and content-guided attention.IEEE Transactions on Image Processing, 33:1002–1015, 2024","venue":null,"work_id":"9b078af1-6edd-4cdf-8d49-766c63a7a9e8","year":2024},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.485756Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:774cb50efc00f5cb7a24bf232f84602ed1d2289d4a6627f07621d69415084e93","observation_id":"38570111-f28c-4b66-ae8e-633fcec4b1f4","resolution":{"observed_at":"2026-08-07T15:43:02.461068Z","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":"2026-08-07T15:43:02.092177Z","title":"Ffa-net: fast feature aggregation network for 3d point cloud segmentation.Machine Vision and Applications, 34(5):80, 2023","venue":null,"work_id":"9fc8232c-4c7f-46e9-a920-a9bf18573d66","year":2023},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.605131Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:441a790617b5af088157b306cb82532be134a53c20e1acadabf5504b6f81776e","observation_id":"edf40c88-fd45-4480-8e53-ffc0adebbe06","resolution":{"observed_at":"2026-08-07T15:43:02.212672Z","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":"2026-08-07T15:43:01.868086Z","title":"Image dehazing using deep learning techniques.Procedia Computer Science, 167:1110–1119, 2020","venue":null,"work_id":"8f294c87-e4d6-4500-9048-00650a3249a5","year":2020},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.759514Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:885e6eae52735ed9fd248c44a53d57a25dd091622122a9910f9db1295befafb6","observation_id":"4d5bb5f3-de40-47ce-86d0-52e4189a87fb","resolution":{"observed_at":"2026-08-07T15:43:01.974746Z","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":"2026-08-07T15:43:01.552240Z","title":"Revitalizing convolutional network for image restoration.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024","venue":null,"work_id":"4054316f-de67-44f6-aa1a-fe2f11e9bed4","year":2024},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.857703Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:7e46909a4f381f75c41c4ec2829482ec29372ae75647c1fb6068037051ae9221","observation_id":"a309e315-7c37-40b0-9ea2-cf7f1cf4e6c5","resolution":{"observed_at":"2026-08-07T15:43:01.668496Z","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":"2026-08-07T15:43:01.293439Z","title":"Image melding: Combining inconsistent images using patch-based synthesis.ACM Transactions on graphics (TOG), 31(4):1–10, 2012","venue":null,"work_id":"18d42f93-0a01-4695-9489-9f02084521fe","year":2012},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:51.998739Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:a3355e5a568b1a90e7aebfbe5c28e01b9804b9838002c78ff48e2f6d339b9f61","observation_id":"cbef1861-d2a5-4949-b4de-f6799ec0e5fc","resolution":{"observed_at":"2026-08-07T15:43:01.432170Z","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":"2026-08-07T15:43:01.080120Z","title":"Single image dehazing using extended local dark channel prior.Image and vision computing, 136:104747, 2023","venue":null,"work_id":"5c3e9690-337d-41d7-986f-8fbdb36075c5","year":2023},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:52.140602Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:95c1749653030cdd85264f2cd6a77fb9af69510047335af63b14afbc88fc3b22","observation_id":"152237d3-f953-4bfa-8c09-cacca3267e96","resolution":{"observed_at":"2026-08-07T15:43:01.194392Z","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":"2026-08-07T15:43:00.882170Z","title":"Image dehazing transformer with transmission-aware 3d position embedding","venue":null,"work_id":"2ebc4d7a-727c-4fd5-9489-aa0b34700439","year":2022},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:52.270583Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:21cd71a8db03ae3c1baf97e99408c9d39da7ef62cfb18cac5f24157e02c12af9","observation_id":"feaf87ef-6e42-4a00-9576-bd84b9c5f295","resolution":{"observed_at":"2026-08-07T15:43:00.960409Z","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":"2026-08-07T15:43:00.736662Z","title":"The University of North Carolina at Chapel Hill, 2003","venue":null,"work_id":"edb4f595-1498-4410-bea8-db8e632744b3","year":2003},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:52.388174Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:eb53748ec403331fb4f1cc537cb632a43de0e3a5f985ce27127c04e695b1e19a","observation_id":"dc26693b-a22d-48ea-836a-aa32bc61d253","resolution":{"observed_at":"2026-08-07T15:43:00.803298Z","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":"2026-08-07T15:42:52.524386Z","title":"Single image haze removal using dark channel prior","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:52.524386Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:b3b6767101528d31d6b357164d2d6e16bdb8d2f0773ab8c515ee1ff1d7d189a8","observation_id":"de05fd2a-a7f9-4ea8-b761-3bb8ef0b82b3","resolution":{"observed_at":"2026-08-07T15:42:52.524386Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.19255","last_updated":"2025-01-14T05:48:07Z","snapshot_observed_at":"2026-07-06T20:13:27.068339Z","submitted_at":"2024-12-26T15:45:45Z","title":"Multi-matrix Factorization Attention","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.19255","snapshot_observed_at":"2026-08-07T15:42:52.656467Z","title":"Multi-matrix factorization attention.arXiv preprint arXiv:2412.19255, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:52.656467Z"},"links":{"cited_paper":"/paper/2412.19255","citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:e31691b963753319a9f221841e3ae0259448b397094f69f7a8e73ea495a23e49","observation_id":"8d6772a9-cfea-4d8e-8201-6ebe13e2042e","resolution":{"observed_at":"2026-08-07T15:42:52.656467Z","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":"2026-08-07T15:43:00.509201Z","title":"Ide: Image dehazing and exposure using an enhanced atmospheric scattering model.IEEE Transactions on Image Processing, 30:2180–2192, 2021","venue":null,"work_id":"0181fa7d-f4ee-48f5-ac18-fb7535655528","year":2021},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:52.766483Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:683a1c27887aea0f4a11e806b913f8d8fe65315471a5840fb84e8d3f233e8d0f","observation_id":"c8ba8c40-06fc-46e6-a9f4-009ad360d9b8","resolution":{"observed_at":"2026-08-07T15:43:00.608186Z","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":"2026-08-07T15:43:00.386673Z","title":"Single image dehazing via an improved atmospheric scattering model.The Visual Computer, 33:1613–1625, 2017","venue":null,"work_id":"4d0afcd3-0996-4d47-abe6-0c771f83184b","year":2017},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:52.963642Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:3b8877094dda8c865d240d1169965b19aede21cbaf8f65fb410179ed4cf3d3e3","observation_id":"2e3c8b23-05a4-4e2c-8d52-cb941953b892","resolution":{"observed_at":"2026-08-07T15:43:00.450819Z","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":"2026-08-07T15:43:00.052887Z","title":"Deep scattering: Rendering atmospheric clouds with radiance-predicting neural networks.ACM Transactions on Graphics (TOG), 36(6):1–11, 2017","venue":null,"work_id":"af4c90c7-d712-42f5-9adc-05775a395b91","year":2017},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.100355Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:2c16f9d0c8f488f7014ca6bf3fd93421a8378531c2294edca4ed536de515a52c","observation_id":"f9d05084-1359-49eb-ac86-68894b83d00f","resolution":{"observed_at":"2026-08-07T15:43:00.179558Z","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":"2026-08-07T15:42:59.807839Z","title":null,"venue":null,"work_id":"d5878d39-2233-4a93-9125-c67246cdaf01","year":2018},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.185614Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:befa553eb59551a9879f5415363ceb25d6a563da38ec3ac55e3e279baa828567","observation_id":"613a8681-24e2-4dc9-9e79-c863d6592d9d","resolution":{"observed_at":"2026-08-07T15:42:59.933793Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-07T15:42:59.631392Z","title":"Aod-net: All-in-one dehazing network","venue":null,"work_id":"b7d57c02-1362-4337-8a05-b0e15ca8abb1","year":2017},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.274382Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:8579b8a31664984893edbf51260adaab476e9d7fb3eaea4ff279a87eb30d6bde","observation_id":"2bff880f-aba4-499e-9f0f-b39cd0e68150","resolution":{"observed_at":"2026-08-07T15:42:59.720860Z","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":"2302.11831","last_updated":"2023-02-23T07:43:41Z","snapshot_observed_at":"2026-08-03T22:27:55.550256Z","submitted_at":"2023-02-23T07:43:41Z","title":"Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.11831","snapshot_observed_at":"2026-08-07T15:42:53.387205Z","title":"Embedding fourier for ultra-high-definition low-light image enhancement","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.387205Z"},"links":{"cited_paper":"/paper/2302.11831","citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:aacceadac81478bf9f8a6cbbff7001f730f28bb4e3353416ae4126abc2c94970","observation_id":"e855d598-c773-49e4-b242-00b843b89083","resolution":{"observed_at":"2026-08-07T15:42:53.387205Z","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":"2026-08-07T15:42:59.373747Z","title":"Griddehazenet: Attention-based multi- scale network for image dehazing","venue":null,"work_id":"1313c078-e1e0-4d75-a58a-ff14ae0d5803","year":2019},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.502790Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:9d0921b551aff47a118f714f3f40e952306fbee13ba78b5821f72188d0e4446e","observation_id":"0971edc6-619d-4872-9973-a135545f6052","resolution":{"observed_at":"2026-08-07T15:42:59.504836Z","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":"2026-08-07T15:42:58.998027Z","title":"Patch based synthesis for single depth image super-resolution","venue":null,"work_id":"57f4e3f5-24d1-488c-a4ef-0156c56b5464","year":2012},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.603163Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:cdd84591b3e90ba34742454ba781e0a1598dcf610be534e370e5cebadbd826b6","observation_id":"13ca373f-098b-47ed-a82d-7ace4d1e12f9","resolution":{"observed_at":"2026-08-07T15:42:59.183746Z","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":"2026-08-07T15:42:58.736576Z","title":"A novel approach for image enhancement by using contrast limited adaptive histogram equalization method","venue":null,"work_id":"f9c2e211-ade5-47a6-aace-22a40356483c","year":2013},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.669675Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:5cd9e91bac21c923838ba0027fcaaff3278ebbc3f6bd17882d9552b6ed7af1be","observation_id":"becc1339-5ea8-4678-83bd-fd099d4f7668","resolution":{"observed_at":"2026-08-07T15:42:58.840523Z","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":"2026-08-07T15:42:58.521388Z","title":"Mb- taylorformer: Multi-branch efficient transformer expanded by taylor formula for image dehazing","venue":null,"work_id":"438a3ab1-2ab5-43cc-aa24-4ac64c4c7ce7","year":2023},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.776159Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:3dbef415984d9f83344d6ac9dff1be9d93b74c2a6c54399b1fbb8acba69cf60f","observation_id":"0bc26549-9268-4b9c-ad9e-78eb6ffe426e","resolution":{"observed_at":"2026-08-07T15:42:58.634570Z","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":"2026-08-07T15:42:58.113459Z","title":"Trends and prospects of techniques for haze removal from degraded images: A survey.IEEE Transactions on Emerging Topics in Computational Intelligence, 6(4):762–782, 2022","venue":null,"work_id":"84cb5551-632f-41ae-8db6-e015c9864d36","year":2022},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:53.993880Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:9e242c334652725df5bd5aa9735d2e6157e1f29ee4049c834bfd5d2c81572cb3","observation_id":"e372d196-873a-4810-967f-10ff2243765e","resolution":{"observed_at":"2026-08-07T15:42:58.357670Z","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":"2026-08-07T15:42:57.853660Z","title":"Domain adaptation for image dehazing","venue":null,"work_id":"dad0f2ad-8524-484d-a39c-4ca83e194723","year":2020},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.073749Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:964a17c9f22d057874b060281fd099dcaf834ef7838962c5800cfa2974430744","observation_id":"9864533a-7c9e-4506-8d5b-fb33c67f1b5e","resolution":{"observed_at":"2026-08-07T15:42:58.014183Z","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":"2026-08-07T15:42:57.644107Z","title":"Single image dehazing based on one dimensional linear filtering and adoptive histogram equalization method","venue":null,"work_id":"434807d9-4caf-4e36-a488-77b172c9184e","year":2016},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.173076Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:2f552fe06ece62cee16d4a7094925bc635d1402959b6fd796e7be80508876664","observation_id":"c2c2430f-6476-4b16-abd4-480295753a3e","resolution":{"observed_at":"2026-08-07T15:42:57.722963Z","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":"2026-08-07T15:42:57.353404Z","title":"Vision transformers for single image dehazing","venue":null,"work_id":"a202deda-9431-4f57-8a00-9105c41df3d6","year":1927},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.275978Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:8816a783e585786409b70641c1b859d2edac4abc871d1164f614f8ea76912f8e","observation_id":"9fb8a487-ca59-4db0-a04c-145e4c4f6046","resolution":{"observed_at":"2026-08-07T15:42:57.467600Z","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":"2026-08-07T15:42:57.064952Z","title":"Visualizing the impact of feature attribution baselines.Distill, 5(1):e22, 2020","venue":null,"work_id":"8137f018-378e-4308-9163-8d58d5695462","year":2020},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.379429Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:6b4a399f5d5d3e63f40b9c5adccd68ba890d175e7d81004b075b63ca488a60fc","observation_id":"8fabd62b-aa13-4ce3-a40b-0d44edb597bb","resolution":{"observed_at":"2026-08-07T15:42:57.223581Z","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":"2026-08-07T15:42:56.896664Z","title":"Correlation matching transformation transformers for uhd image restoration","venue":null,"work_id":"55521565-e21a-4dd1-8f4b-4829a9d58ec8","year":2024},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.468776Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:fb0bf8af3e7708b1138b183a8ecff8bf076cb5c242b0adc21f0348443bc4c9c5","observation_id":"233558f6-5167-4264-83c7-19b8daf97feb","resolution":{"observed_at":"2026-08-07T15:42:56.957041Z","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":"2409.13496","last_updated":"2024-09-20T13:37:53Z","snapshot_observed_at":"2026-07-06T19:18:45.024436Z","submitted_at":"2024-09-20T13:37:53Z","title":"DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.13496","snapshot_observed_at":"2026-08-07T15:42:54.618765Z","title":"Dap-led: Learning degradation-aware priors with clip for joint low-light enhancement and deblurring.arXiv preprint arXiv:2409.13496, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.618765Z"},"links":{"cited_paper":"/paper/2409.13496","citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:940a20b4a9977b79123afd9b0a9b72e25d401e28ee36277816f9a5172c7f236a","observation_id":"d141d7f2-7d20-45a9-8103-7fa5ee7705c4","resolution":{"observed_at":"2026-08-07T15:42:54.618765Z","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":"2026-08-07T15:42:56.740201Z","title":"Tsid-net: a two-stage single image de- hazing framework with style transfer and contrastive knowledge transfer.The Visual Computer, 41(3):1921–1938, 2025","venue":null,"work_id":"609f2095-17fb-4ac5-8e6f-feb158517ba9","year":1921},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.718270Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:8057ba30810910674a5e0cfa045592d67b70086c13fa44de3cc5abda6c8b1f05","observation_id":"a6b61a6c-b364-464a-bd87-902f54106c17","resolution":{"observed_at":"2026-08-07T15:42:56.802768Z","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":"2026-08-07T15:42:56.629922Z","title":"Ultra- high-definition low-light image enhancement: A benchmark and transformer-based method","venue":null,"work_id":"f141537f-4967-4708-9785-2985fb5dfd4f","year":2023},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.803977Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:fe66ccf3de89bffa9041d97f263845132efc45bbe9aef969c308d3498dfc6bcc","observation_id":"ad7454e9-725a-4467-b013-b38ed2f302f5","resolution":{"observed_at":"2026-08-07T15:42:56.680256Z","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":"2026-08-07T15:42:54.901616Z","title":"Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600– 612, 2004","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:54.901616Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:bf536e0926faeeece786b685af4ae8a2a16b045e21f2671b0798196502e33b3e","observation_id":"cd653830-748a-43c8-8332-903f9ed30544","resolution":{"observed_at":"2026-08-07T15:42:54.901616Z","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":"2026-08-07T15:42:56.473673Z","title":"Ultra- high definition (8k uhd) endoscope: our first clinical success.SpringerPlus, 5:1–5, 2016","venue":null,"work_id":"9f542ce2-7f45-4931-b69a-c5411c28acff","year":2016},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:55.019175Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:dd7380ff29faa901c5ce3b3e247c4a7b629fde8d11d1d446d6472cb3fea5b497","observation_id":"11ade077-c9bb-49d9-b7f8-609b64dafa98","resolution":{"observed_at":"2026-08-07T15:42:56.539521Z","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":"2026-08-07T15:42:56.346394Z","title":"Cyclegan-based deep learning technique for artifact reduction in fundus photography.Graefe’s Archive for Clinical and Experimental Ophthalmology, 258:1631–1637, 2020","venue":null,"work_id":"244f4d82-bd09-4fb7-a850-6e9e0aa33b5b","year":2020},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:55.085358Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:8cd0253e6b77616e49886c604326ea291823aa7a3092c82c7fc2689e1e5d0697","observation_id":"98d5203a-39b6-48b7-93ee-2613c8dd63a6","resolution":{"observed_at":"2026-08-07T15:42:56.396527Z","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":"2026-08-07T15:42:55.176651Z","title":"H2o: Heavy-hitter oracle for efficient generative inference of large language models.Advances in Neural Information Processing Systems, 36:34661–34710, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:55.176651Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:a59e5549e24b2fc1359208e2e439a6027dfdeeb7e27c949dc884d006da2301a3","observation_id":"f8f0c8a6-f3a1-4da5-8731-60848e0c8a04","resolution":{"observed_at":"2026-08-07T15:42:55.176651Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.15848","last_updated":"2023-03-28T09:39:29Z","snapshot_observed_at":"2026-07-06T15:08:53.431563Z","submitted_at":"2023-03-28T09:39:29Z","title":"4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images","version":1},"cited_work":{"arxiv_id":"2303.15848","doi":null,"metadata_source":"pith","pith_arxiv_id":"2303.15848","snapshot_observed_at":"2026-08-07T15:42:55.710751Z","title":"4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images","venue":"cs.CV","work_id":"f3ce0529-f668-4cf4-b83f-0dcf75541c87","year":2023},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:55.387320Z"},"links":{"cited_paper":"/paper/2303.15848","citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:dc1cde260ccf1c7eaccdd00f64293b198aab1b83ea4ac261e882782dc678ff8e","observation_id":"1ed3bc11-4b0b-4b61-b59e-3e90a090c292","resolution":{"observed_at":"2026-08-07T15:42:55.771684Z","resolver_source":"local_arxiv","status":"verified_exact"},"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":"2026-08-07T15:42:56.181506Z","title":"Limitations","venue":null,"work_id":"019c6c41-0590-484c-b5b8-c28e71a6efce","year":2021},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:55.484359Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:b6b57bf02853bb1b25f3f0e4e28e6cd85487f554627234f4c6a5fe26c15c5b61","observation_id":"c2acc415-0748-4835-936b-52c7962d7d43","resolution":{"observed_at":"2026-08-07T15:42:56.264409Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"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":"2026-08-07T15:42:56.033473Z","title":"Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects","venue":null,"work_id":"66b5acfb-60bc-4213-b747-dad3d83be418","year":2025},"citing_paper":{"arxiv_id":"2505.14010","last_updated":"2025-05-20T07:04:34Z","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T15:42:55.580717Z"},"links":{"citing_paper":"/paper/2505.14010"},"observation_digest":"sha256:0e0f898c547982064f00836b89790a084b0318a9085b4f043d0761061901013b","observation_id":"989ca046-79e0-4017-877d-2bdab65a244c","resolution":{"observed_at":"2026-08-07T15:42:56.117070Z","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":"2505.14010","last_updated":"2025-05-20T07:04:34Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T15:40:19.709825Z","submitted_at":"2025-05-20T07:04:34Z","title":"UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":8,"verified_exact":2,"verified_fuzzy":32},"total_outbound_references":43},"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 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2505.14010."}