{"as_of":"2026-08-08T12:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:56b8f5bada22a88c9039248e1841833a73b0a32a82b6448d13433d3898009f55","coverage":[{"denominator":27,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":27,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T10:24:24.572282Z","state":"measured"},{"denominator":28,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":28,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T05:46:43.096309Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-05T05:46:45.297256Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"cited_work":{"arxiv_id":"2506.05450","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.05450","snapshot_observed_at":"2026-08-05T05:46:45.297256Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","venue":"cs.CV","work_id":"05eb30f7-2683-4ad1-8ae6-93ba1d4ec205","year":2025},"citing_paper":{"arxiv_id":"2509.05000","last_updated":"2025-09-05T10:48:46Z","snapshot_observed_at":"2026-08-05T05:46:39.037839Z","submitted_at":"2025-09-05T10:48:46Z","title":"Dual-Domain Perspective on Degradation-Aware Fusion: A VLM-Guided Robust Infrared and Visible Image Fusion Framework","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-05T05:46:43.096309Z"},"links":{"cited_paper":"/paper/2506.05450","citing_paper":"/paper/2509.05000"},"observation_digest":"sha256:69f8cc4a474c9870452efa4b6336abc51f10b00b296f4e8ef2d5786bfd7aca76","observation_id":"bebf9de2-45ee-44ef-bdfc-b06bb700dbb9","resolution":{"observed_at":"2026-08-05T05:46:45.415882Z","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"}}],"links":{"evidence":"/evidence","html":"/paper/2506.05450/citation-record","integrity":"/paper/2506.05450/integrity","json":"/paper/2506.05450/citation-record.json","paper":"/paper/2506.05450"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:24:25.003585Z","title":"Arbitrary-steps image super-resolution via diffusion inversion,","venue":null,"work_id":"d8eafb8c-3bac-4974-a5e5-fc28d404841e","year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:22.767756Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:2a467a326f62e63fbed873fe7372a9218906908f38fb20dc2ec9ef25dc517deb","observation_id":"c123d462-1ea4-460c-9075-19ffa9b54fae","resolution":{"observed_at":"2026-08-07T10:24:25.007944Z","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":"2026-08-07T10:24:24.994271Z","title":"Paddleocr: An open-source op- tical character recognition system,","venue":null,"work_id":"61296fad-73f9-4f00-9744-45f430282257","year":2021},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:22.823268Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:34637cbf57c995609b1e55df6731ec99749ccc178611d45869e827d2ad81da05","observation_id":"d3d4bed4-36ff-4d3f-a3a5-bc5fe18ab81e","resolution":{"observed_at":"2026-08-07T10:24:24.997899Z","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":"2026-08-07T10:24:24.984407Z","title":"Real-esrgan: Training real-world blind super-resolution with pure synthetic data,","venue":null,"work_id":"a7a23b94-9c4e-4c6e-9e97-355ee8af8865","year":2021},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:22.885427Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:2fc993beca97458fdb0062f4967c237e5506412bd08dca3b32a8acb9b360ef26","observation_id":"5fdcfa69-66fa-4110-9986-3dac0e10b64d","resolution":{"observed_at":"2026-08-07T10:24:24.988385Z","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":"2026-08-07T10:24:24.973663Z","title":"Yolov9: Learning what you want to learn using programmable gradient information,","venue":null,"work_id":"fe556be7-a32e-43b8-8ff8-1301ce562977","year":2024},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:22.977237Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:299e157007e37434069b76e2c8ff27ab858affa0e7b8b797cdeea92fc74cd178","observation_id":"1b5b2345-2991-44b9-9ea3-f32c7ca5d769","resolution":{"observed_at":"2026-08-07T10:24:24.977670Z","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":"2026-08-07T10:24:24.964177Z","title":"You only segment once: Towards real-time panoptic segmentation,","venue":null,"work_id":"b264dc37-02f1-450f-83a2-07f8364f9d32","year":2023},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:23.038108Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:a0fe73bc42247c171b8b8296af96f37050541ea924a0587553f3b341879bf30c","observation_id":"3f30f202-54fb-43a0-8e94-18a4e47599cf","resolution":{"observed_at":"2026-08-07T10:24:24.967920Z","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":"2026-08-07T10:24:24.955193Z","title":"Resolution-robust large mask inpainting with fourier convolutions,","venue":null,"work_id":"53b9ece0-29dc-4ca0-aeeb-50fcdabb86ae","year":2022},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:23.096259Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:04591f5732bc61036e133a5168a30f6c194f47f98d92972a0d0155bc1791d8f5","observation_id":"e6951506-4d05-4792-8542-fc432c9795c2","resolution":{"observed_at":"2026-08-07T10:24:24.958272Z","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":"2026-08-07T10:24:24.945315Z","title":"Simple baselines for image restoration,","venue":null,"work_id":"f2789e02-e86c-4064-9b9b-8c2efe9da2b5","year":2022},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:23.197398Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:86f107cc0bdf32a5c1f0874bed638e707489ce25bbc3730988e514d8f00407d3","observation_id":"c7ae9394-7924-4f38-9be5-7c3d76e61ac1","resolution":{"observed_at":"2026-08-07T10:24:24.949118Z","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":"2026-08-07T10:24:24.936234Z","title":"Towards robust blind face restoration with codebook lookup transformer,","venue":null,"work_id":"7708ede0-c141-43ff-9d09-73acf16635f6","year":2022},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:23.355537Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:5675ec4cbdf92092d9393a52123684788f88b62aff155fbd615e109c32855734","observation_id":"d4c9e56f-95a1-45a3-b4d2-f0b279053cb7","resolution":{"observed_at":"2026-08-07T10:24:24.939719Z","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":"2026-08-07T10:24:24.926205Z","title":"Visual instruction tuning,","venue":null,"work_id":"80eac525-9384-44b3-8935-235da528418e","year":2023},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:23.611031Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:f6e599d750edc0add19fe774cfd4ee1e3dca3f011cc7d0c4a68c2124bb8a486c","observation_id":"6bfaefae-dafb-45a6-9979-04e4967290bf","resolution":{"observed_at":"2026-08-07T10:24:24.929663Z","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":"2026-08-07T10:24:24.917275Z","title":"Improved baselines with visual instruction tuning,","venue":null,"work_id":"0deb9beb-067d-4ab3-a390-f4980c00d081","year":2024},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:24.110970Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:eae0ecf885efb0f033fffb7d1c6227de80f902965442f2f9252084b4f04c0edd","observation_id":"3aaf3a24-000a-47cf-804e-40125cd258d2","resolution":{"observed_at":"2026-08-07T10:24:24.920544Z","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":"2026-08-07T10:24:24.907991Z","title":"Blip: Bootstrap- ping language-image pre-training for unified vision- language understanding and generation,","venue":null,"work_id":"a561d217-ea57-4171-805d-485d99a6bede","year":2022},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T10:23:24.908731Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:4d56deb7f37ceab38ed4bc01e2282f82eabc1c8b6458a8f2e58621c503fc69c9","observation_id":"03c1465a-be2b-4f72-9008-832d74867a91","resolution":{"observed_at":"2026-08-07T10:24:24.911566Z","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":"2026-08-07T10:24:24.898950Z","title":"Flamingo: a visual language model for few-shot learning,","venue":null,"work_id":"c5960eda-ec56-4098-ac94-88681b286a7a","year":2022},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:23.406733Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:ca60b69b2a7a2f97ae085ba2915959f4e14c75d20b9e2464b93ffc1a1a9d9af1","observation_id":"2e3aee0e-d604-49f2-b0ab-f4dc8bf1ea4c","resolution":{"observed_at":"2026-08-07T10:24:24.902357Z","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":"2502.13923","last_updated":"2025-02-19T18:00:14Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-02-19T18:00:14Z","title":"Qwen2.5-VL Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.13923","snapshot_observed_at":"2026-08-07T10:24:23.509687Z","title":"Qwen2.5- vl technical report,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:23.509687Z"},"links":{"cited_paper":"/paper/2502.13923","citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:e7b15d0aa9e45e20e4d28c9eb506db90bc9e3550e0bad6e1f5e110aa3ef8bc59","observation_id":"74d748ba-1de5-49c3-a1c0-09f53927202e","resolution":{"observed_at":"2026-08-07T10:24:23.509687Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.10479","last_updated":"2025-04-19T03:47:21Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-04-14T17:59:25Z","title":"InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.10479","snapshot_observed_at":"2026-08-07T10:24:23.558902Z","title":"Internvl3: Exploring advanced training and test-time recipes for open-source multimodal models,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:23.558902Z"},"links":{"cited_paper":"/paper/2504.10479","citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:010e43d0ff7e09d4ecba1e8a23f61bc53823fb91b6cf096d8702f1491046135e","observation_id":"54b1c1b9-7d54-497d-8e8f-d898cebd1c34","resolution":{"observed_at":"2026-08-07T10:24:23.558902Z","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":"2026-08-07T10:24:24.889812Z","title":"Learning transferable visual models from natural language supervision,","venue":null,"work_id":"cb30eb13-adc5-49a9-a5ee-13497f177dd8","year":2021},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:23.619419Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:1e29f6ec7f84fda4856c1a4ce98a38a60afb2f0ec31c9cf4dc59a7e5425b80d6","observation_id":"7221b12e-ab91-4afc-9e19-ce44697a3fb3","resolution":{"observed_at":"2026-08-07T10:24:24.893374Z","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":"2026-08-07T10:24:24.864631Z","title":"Real- time super-resolution for real-world images on mobile devices,","venue":null,"work_id":"982dd5f5-1b01-4923-9414-61b918cbe69e","year":2022},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:23.694341Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:1ca85f9e93b6e17d9a5197a4209d7a45f34434f0d5535ff28473d18704fc1f6e","observation_id":"cc65b4ee-1799-44d3-9dfd-d34e139774b8","resolution":{"observed_at":"2026-08-07T10:24:24.874152Z","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":"2026-08-07T10:24:24.838492Z","title":"Scaling up to excellence: Practicing model scaling for photo-realistic image restoration in the wild,","venue":null,"work_id":"31f24795-d55f-4433-a75d-b5be67fd34cf","year":2024},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:23.796514Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:66d16ececdb566ef623d48f410aa02a1bbc5a5e29c5ab280bb7015cf3c77035b","observation_id":"0f5fb133-c860-4aed-90d3-a57cf151cc46","resolution":{"observed_at":"2026-08-07T10:24:24.848417Z","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":"2026-08-07T10:24:24.810808Z","title":"One- step effective diffusion network for real-world image super-resolution,","venue":null,"work_id":"2a27900c-dd56-4ea6-8720-3864f8fd8dd8","year":2024},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:23.878189Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:df01823e4187bd3b8b5a85743681ff2559c1dcb00fbc054cb7a069a0d180e179","observation_id":"053d929e-ef1a-43dd-a5c4-c3af7aa8bf96","resolution":{"observed_at":"2026-08-07T10:24:24.822351Z","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":"2026-08-07T10:24:24.788310Z","title":"Ntire 2025 challenge on single image reflection removal in the wild: Datasets, methods and results,","venue":null,"work_id":"fc9f0a02-98ea-4c59-9e43-1484e9730fce","year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:23.943220Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:dc911e0f1076f08f71d4c8e0078f1ead8bb6006fa53c6dcfcdfc671391ad4d38","observation_id":"091d91a5-4f5d-4acd-821b-fa28bd9a72a8","resolution":{"observed_at":"2026-08-07T10:24:24.796634Z","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":"2026-08-07T10:24:24.759972Z","title":"Openrr-1k: A scalable dataset for real-world reflection removal,","venue":null,"work_id":"8ab5a804-0654-4cd8-ac12-445bc76beeb7","year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:24.030625Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:810fb11e6855116cf1aa8b783cabe6ac63d2345e4ceebf6863f538dc5c06652c","observation_id":"6c661f72-26fa-4959-92fe-00a94510d1a1","resolution":{"observed_at":"2026-08-07T10:24:24.772503Z","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":"2026-08-07T10:24:24.728041Z","title":"Survey on single-image reflection removal using deep learning techniques,","venue":null,"work_id":"36dd159a-00fd-4c29-8e4a-4f0a7dc3f472","year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:24.197920Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:94fc42e9b552373171ee791a38bc2115b35a50955e30570cd20a42c0248e33dd","observation_id":"e4201e0b-05b2-48e4-a41f-048f65f605bf","resolution":{"observed_at":"2026-08-07T10:24:24.743280Z","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":"2026-08-07T10:24:24.710148Z","title":"F2t2-hit: A u-shaped fft transformer and hierarchical transformer for reflection removal,","venue":null,"work_id":"a0129966-e795-4ec5-bf5f-138f4a11f01d","year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:24.314356Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:ca73292d30e690381cb69da432feb77f97c3dd7389308d94c7ce683077264abd","observation_id":"5ff60892-24fa-4a06-b5da-fae06ccf3215","resolution":{"observed_at":"2026-08-07T10:24:24.716107Z","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":"2026-08-07T10:24:24.694611Z","title":"Openrr-5k: A large-scale benchmark for reflection removal in the wild,","venue":null,"work_id":"a9656b9c-bd37-4f0f-ba6a-9293a69fcd35","year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:24.390170Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:d657c91010eec05e0203bdb0d34e6d522ecae67cab56f9294d5fe2ba34bfcc33","observation_id":"64c6d55b-3c08-40f1-aa86-76d113f9082a","resolution":{"observed_at":"2026-08-07T10:24:24.700007Z","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":"2026-08-07T10:24:24.678556Z","title":"Single image reflection sepa- ration via component synergy,","venue":null,"work_id":"ae936f1b-d64d-4a0e-9762-6eba76e90fca","year":2023},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:24.480460Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:8662d0a93afd81d514818417414a1bc6e8db220ff313213419a246572763b4eb","observation_id":"292b71e4-cde7-4820-ba57-9a4147de6c1a","resolution":{"observed_at":"2026-08-07T10:24:24.685553Z","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":"2026-08-07T10:24:24.661904Z","title":"Revisiting single image reflection removal in the wild,","venue":null,"work_id":"5d6b62d6-c009-4b42-898a-06585e938640","year":2024},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:24.537601Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:a444ef13cfcabe5316695d3aa6a7afaeb0604cd6084dc61fd45b050d96d3441d","observation_id":"77c395fc-2620-4030-9140-fec221ad6572","resolution":{"observed_at":"2026-08-07T10:24:24.669312Z","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":"2026-08-07T10:24:24.645164Z","title":"Reversible de- coupling network for single image reflection removal,","venue":null,"work_id":"4b384183-f21b-4df0-85a4-c306253f3bd0","year":2025},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:24.547817Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:56dad0312b61d45f9066620ac6f78a3d3d42ab55eb9e12ba68c488b11faa1c96","observation_id":"975c80d0-4fc6-4c4f-8245-42c748bbdb08","resolution":{"observed_at":"2026-08-07T10:24:24.651642Z","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":"2026-08-07T10:24:24.626318Z","title":"Joint hdr denoising and fusion on mobile devices,","venue":null,"work_id":"3e898ad9-f921-4dc0-bd50-6da8396f36e1","year":2024},"citing_paper":{"arxiv_id":"2506.05450","last_updated":"2025-06-05T17:42:01Z","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T10:24:24.572282Z"},"links":{"citing_paper":"/paper/2506.05450"},"observation_digest":"sha256:d08d23525fd69dbdb61a006058dc227115319e42dd665e0d41c884419af4dc7f","observation_id":"293a5cdd-da78-4173-8e43-8b49ce734b6a","resolution":{"observed_at":"2026-08-07T10:24:24.634266Z","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":"2506.05450","last_updated":"2025-06-05T17:42:01Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T10:19:23.600490Z","submitted_at":"2025-06-05T17:42:01Z","title":"Degradation-Aware Image Enhancement via Vision-Language Classification"},"reference_resolution":{"displayed":27,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":2,"verified_exact":0,"verified_fuzzy":25},"total_outbound_references":27},"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 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2506.05450."}