{"as_of":"2026-08-08T07:47:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9e9034b44a026ca6d2e4bd541f0c93855c8130f9cc53b67991905c5d72771923","coverage":[{"denominator":37,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":37,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T10:26:37.173171Z","state":"measured"},{"denominator":38,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":38,"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":"2026-08-07T10:26:34.611305Z","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":"2026-08-07T10:26:37.273342Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"cited_work":{"arxiv_id":"2506.05489","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.05489","snapshot_observed_at":"2026-08-07T10:26:37.273342Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","venue":"cs.CV","work_id":"7f0f5de3-6f12-4b0a-bc6f-6aa527770446","year":2025},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:34.611305Z"},"links":{"cited_paper":"/paper/2506.05489","citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:4278c5051247a458a70f3c3e491b268225d71848381dba589082f88d0e12675c","observation_id":"137f369e-b8dd-4ab6-85a9-3b12297164b8","resolution":{"observed_at":"2026-08-07T10:26:37.386845Z","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/2506.05489/citation-record","integrity":"/paper/2506.05489/integrity","json":"/paper/2506.05489/citation-record.json","paper":"/paper/2506.05489"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"cited_work":{"arxiv_id":"2506.05489","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.05489","snapshot_observed_at":"2026-08-07T10:26:37.273342Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","venue":"cs.CV","work_id":"7f0f5de3-6f12-4b0a-bc6f-6aa527770446","year":2025},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:34.611305Z"},"links":{"cited_paper":"/paper/2506.05489","citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:4278c5051247a458a70f3c3e491b268225d71848381dba589082f88d0e12675c","observation_id":"137f369e-b8dd-4ab6-85a9-3b12297164b8","resolution":{"observed_at":"2026-08-07T10:26:37.386845Z","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":"2026-08-07T10:26:42.190158Z","title":"ghosting","venue":null,"work_id":"733e51a1-ceb2-4beb-8431-9b29ce9b1995","year":null},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:34.665130Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:87b5fb4acd7b828cd8364b0d89ec97d3ff3836558cb5481c0de5c028cd349781","observation_id":"0bcbf152-41d1-4c5c-9c97-96a333232fe1","resolution":{"observed_at":"2026-08-07T10:26:42.192966Z","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":"2026-08-07T10:26:42.180976Z","title":null,"venue":null,"work_id":"69a5cc56-af71-4eae-a812-55aad34cd733","year":null},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:34.705247Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:2d2d1ca3cc007fb8d60665de0ef5de8881f3e7b9dcaa4e7485c55b532fb6029e","observation_id":"6b9af004-df5e-4ef1-a5d4-f2d00510c822","resolution":{"observed_at":"2026-08-07T10:26:42.183858Z","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":"2026-08-07T10:26:42.170085Z","title":"Implementation details Our framework is implemented with the PyTorch plat- form","venue":null,"work_id":"1ec3eeaf-96ff-4327-8a1d-4ce210fd6e12","year":2007},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:34.785107Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:768492b5d243f81f29f2f486c41f7d7445fb8638d0cca3c677eda27365ca7b20","observation_id":"a64314cd-2865-4731-b516-54baba5069bd","resolution":{"observed_at":"2026-08-07T10:26:42.173477Z","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":"2026-08-07T10:26:42.160995Z","title":"By integrating two key innova- tions, we demonstrate significant improvements in reflection removal performance","venue":null,"work_id":"f1715d9b-94d6-4144-82f8-cb7f5a5a5a5a","year":null},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:34.856322Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:e2ea66edf9dfbf59c4d783206e11991f1f6572a9c190724b070a9f541215c97b","observation_id":"f5650b84-f29b-4832-bf9e-067f717331cf","resolution":{"observed_at":"2026-08-07T10:26:42.164021Z","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":"2026-08-07T10:26:34.968849Z","title":"Simple baselines for image restoration,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:34.968849Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:ad81cf7ffad5c55a0c55727c48cf19e39b81ef30b09a25dfd008b5b05f331d6d","observation_id":"b6fb3d15-f1a2-4ead-9cf0-b8047a75eca3","resolution":{"observed_at":"2026-08-07T10:26:34.968849Z","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":"2026-08-07T10:26:42.002727Z","title":"Fast fourier convolution,","venue":null,"work_id":"a6e27dd4-7c96-4383-ac36-39b2d326cf5b","year":2020},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.009981Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:30eedfb202a41c8f5817f2e999598310efa91e5a78e66d9f26025a1c958ebb63","observation_id":"7d9865a7-92b3-46b8-8fef-d56f28ccc2a1","resolution":{"observed_at":"2026-08-07T10:26:42.073247Z","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":"2026-08-07T10:26:41.736933Z","title":"Learned dual-view reflection removal,","venue":null,"work_id":"147fac9d-de2b-47d7-98f7-f35b99e2810f","year":2021},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.059759Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:4021f7264271797f6648ddd5acfc2a65bd034f5e7a2f1f61d90a60da44274656","observation_id":"51807d0f-cb3d-4a1d-bc58-e4de14e20765","resolution":{"observed_at":"2026-08-07T10:26:41.831347Z","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":"2026-08-07T10:26:41.501474Z","title":"Polarized reflection removal with perfect alignment in the wild,","venue":null,"work_id":"5ee7130a-14b8-432f-a389-01cf6019aec5","year":2020},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.154657Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:a1bd6d794b3602c3c6688d4e4a1c49057f717ea20538053a73a359fea41c72e4","observation_id":"36904983-cbce-42ed-b73c-0aedc80eab59","resolution":{"observed_at":"2026-08-07T10:26:41.622663Z","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":"2026-08-07T10:26:41.296975Z","title":"Robust reflection removal with flash-only cues in the wild,","venue":null,"work_id":"2f596f99-05fe-4438-85b6-3fecf982aad1","year":2023},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.250505Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:dc799440c40dc7c1f2dd098f70073e8dd168f9798a9f0a281ef017e75a37cd34","observation_id":"58412aaa-029d-4e1d-9175-deeac075e33f","resolution":{"observed_at":"2026-08-07T10:26:41.379892Z","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":"2026-08-07T10:26:35.319885Z","title":"Openrr-1k: A scalable dataset for real-world reflection removal,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.319885Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:8bf52ff545a9ae9a0c9e7e5a80284636d73850eb26b95865173ad44eab19da49","observation_id":"5505cad2-bae5-4014-a27f-2f6197a7b0f0","resolution":{"observed_at":"2026-08-07T10:26:35.319885Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:26:35.440454Z","title":"Ntire 2025 challenge on single image reflection removal in the wild: Datasets, methods and results,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.440454Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:d7609bdd07801b39af51c5bd7acd7e1d08db375f3fbb92b2b5aa3ad0a2defaef","observation_id":"e6202f36-92d1-4aa5-a217-dd82519ae588","resolution":{"observed_at":"2026-08-07T10:26:35.440454Z","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":"2026-08-07T10:26:41.110355Z","title":"Survey on single-image reflection removal using deep learn- ing techniques,","venue":null,"work_id":"c467c24e-3a3e-4686-b659-280c239c2ff0","year":2025},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.484882Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:3b518f98c45eed662f5a1e4fc498dc208af6b32cab1cb2ba09ce2442cf669294","observation_id":"a0a8745d-4ec6-49fd-9332-0d172a9915c0","resolution":{"observed_at":"2026-08-07T10:26:41.167208Z","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":"2026-08-07T10:26:35.568629Z","title":"Openrr-5k: A large-scale benchmark for reflection removal in the wild,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.568629Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:cedcbedff4d47bc6f3fde9abf70d6d246faca279c15f01d24f9e60f317e0fc6a","observation_id":"319a3415-adbb-4a58-a0d6-1d544ced297c","resolution":{"observed_at":"2026-08-07T10:26:35.568629Z","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":"2026-08-07T10:26:40.797508Z","title":"Degradation-aware image enhancement via vision- language classification,","venue":null,"work_id":"912104da-2a43-4e4a-a4d5-2978dcf175b1","year":2025},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.618138Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:159ec845f99a807f6eb5a90d7cb94163b115348fb657dd35f6c34e61b4c3d45d","observation_id":"a1389170-f684-4033-b4cf-a6fe5e620dff","resolution":{"observed_at":"2026-08-07T10:26:40.888338Z","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":"2026-08-07T10:26:40.573252Z","title":"Location-aware single image reflection removal,","venue":null,"work_id":"0a73edb0-b9f0-4980-87f4-9aa454f3915d","year":2021},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.665102Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:5d9ecec698ffc9219340daae2a5239a80552be71c44a08661555d2e4c1e25e3c","observation_id":"78b83578-6b1f-4265-a273-7ffcf9081971","resolution":{"observed_at":"2026-08-07T10:26:40.636720Z","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":"2026-08-07T10:26:40.406498Z","title":"Robust single image reflection removal against adver- sarial attacks,","venue":null,"work_id":"6f454c8f-2f40-46a3-9cd1-99a2fbac578f","year":2023},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.754438Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:5ef0508f151479c397e2fe3d8de5ff4d18c04cfcfb6a15b3e35eb2819eda3fb8","observation_id":"b4bd93e9-5f85-4fc4-ac31-11ff02b754c2","resolution":{"observed_at":"2026-08-07T10:26:40.479933Z","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":"2026-08-07T10:26:40.359404Z","title":"Two-stage single image reflection removal with reflection-aware guid- ance,","venue":null,"work_id":"15304a0a-2868-4bd5-a518-b42960ebeac1","year":2023},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.824010Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:b5e5a666f793d8b1427203ee270b93450c82588f7cdba1d07ad246ac4247c237","observation_id":"4289a682-4765-44d8-8ac1-1cf01d9071c8","resolution":{"observed_at":"2026-08-07T10:26:40.379983Z","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":"2026-08-07T10:26:40.223133Z","title":"Single image reflection separation via component synergy,","venue":null,"work_id":"1cb9ffc5-5ff1-4327-9029-f50293709745","year":2023},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.908870Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:fd248038c35e04217f68927d4e91919093d26f24d6d4e46f9d74f56226fc2b28","observation_id":"03086f7b-7759-4a34-b990-50a3ff669575","resolution":{"observed_at":"2026-08-07T10:26:40.298649Z","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":"2026-08-07T10:26:40.084357Z","title":"Revisiting single image reflection removal in the wild,","venue":null,"work_id":"5d52151c-6c41-4d0f-bcfa-45f4342aac3f","year":2024},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:35.955880Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:42ba7e7e7ee7daf8161b3602d5b5682e9652b71b1ccdd2bb2fb8f4ad5aa1a8aa","observation_id":"9df326e2-45ed-4f75-99e1-ed8977ff78dc","resolution":{"observed_at":"2026-08-07T10:26:40.146236Z","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":"2026-08-07T10:26:39.939297Z","title":"Language- guided image reflection separation,","venue":null,"work_id":"9d04ff6b-4cea-485f-9e41-da5d6df38cd6","year":2024},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.050321Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:c924579a26a7d9d5854d931776fa770f97131106a5c1c04a5149c6dc71e50266","observation_id":"3e0db0b1-feed-4aad-83f4-5da049ae2acf","resolution":{"observed_at":"2026-08-07T10:26:40.027550Z","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":"2026-08-07T10:26:39.735858Z","title":"V-desirr: Very fast deep embedded single image reflection re- moval,","venue":null,"work_id":"725f918b-aaf1-40c5-859c-884d50d14315","year":2021},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.097910Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:629c0aeb495022fd76fb656af474c31cd78268bbc3392f33d5a1a7161e752b74","observation_id":"270b7be9-8374-4e46-b8ed-c5ea50c4f530","resolution":{"observed_at":"2026-08-07T10:26:39.792245Z","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":"2026-08-07T10:26:39.595603Z","title":"Trash or treasure? an interactive dual-stream strategy for single image reflection separation,","venue":null,"work_id":"37251b70-334b-4981-b929-fd5698def4ed","year":2021},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.185581Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:b93f60b66fdb6b48c85b8aeb28bd4f36f43ae81a99627d2d504125fda37f61f1","observation_id":"28ecab37-3284-4d07-b714-794e9a07ce3f","resolution":{"observed_at":"2026-08-07T10:26:39.656393Z","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":"2026-08-07T10:26:39.433530Z","title":"Hit-sr: Hierarchical transformer for efficient image super-resolution,","venue":null,"work_id":"40cf3571-9995-425e-8376-f6cd73a20736","year":2024},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.248674Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:6f10cdd47512bf8a4212979e047f9af1131f9626f7afa1eb9511f7d6d7268f58","observation_id":"40b000d5-e3b6-42be-84bd-b7dde24e6be4","resolution":{"observed_at":"2026-08-07T10:26:39.514962Z","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":"2026-08-07T10:26:39.325628Z","title":"When fast fourier transform meets transformer for image restoration,","venue":null,"work_id":"4dc16f73-774c-4a1f-bfed-b5b1b76b76bb","year":2024},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.370915Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:f3ff1c3f4005071aadabe35b0cf9cdec2ec020ecbc3ce834e3172f8b527b6d17","observation_id":"c2715fa8-fe01-445a-80ea-b303266485db","resolution":{"observed_at":"2026-08-07T10:26:39.379725Z","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":"2026-08-07T10:26:39.139643Z","title":"Attention is all you need,","venue":null,"work_id":"f00d5109-8cc4-44cf-a1ea-fe7738a6d3d0","year":2017},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.439342Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:84e7c65bc02527bfe6cdd4c907ee83fad4426960d64c3aac4b16624305b91974","observation_id":"14d8102f-f810-4c3d-9ea2-3a3f4da948dd","resolution":{"observed_at":"2026-08-07T10:26:39.206074Z","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":"2026-08-07T10:26:39.004655Z","title":"Swinir: Image restoration using swin transformer,","venue":null,"work_id":"5d332d82-b3f2-446f-a8d1-1e522b418265","year":2021},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.531733Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:fca11d2f4f0fab01d3c8199c87b235ef4174c625629eea13b6c00a732634905b","observation_id":"ff2d6673-8565-4409-8355-12a957735546","resolution":{"observed_at":"2026-08-07T10:26:39.097374Z","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":"2026-08-07T10:26:38.810650Z","title":"Swin transformer: Hierarchical vision transformer using shifted windows,","venue":null,"work_id":"d4b77842-646b-4c41-9e64-ce9a01725919","year":2021},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.574674Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:145baa709686907df759879540d29db7c25b75709668ead582a347db5b26276f","observation_id":"77ccaad9-c874-4a21-8311-16efcbded18e","resolution":{"observed_at":"2026-08-07T10:26:38.879678Z","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":"2026-08-07T10:26:38.649342Z","title":"Seeing deeply and bidirectionally: A deep learning approach for single image re- flection removal,","venue":null,"work_id":"ca37d96d-c826-4fce-882a-af9e6ef53fa8","year":2018},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.630585Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:49045abf405be5f618b304c9b27440d9ae1f9aee9c56eefae8cf5de72ec2384d","observation_id":"18a56f99-ff7b-473d-b8c8-5cc096d00559","resolution":{"observed_at":"2026-08-07T10:26:38.754480Z","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":"2026-08-07T10:26:38.488025Z","title":"Single image reflection removal beyond linearity,","venue":null,"work_id":"2b0bf5a6-366b-4230-9201-fcf16542ffac","year":2019},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.711704Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:209d44309049f80f891014ab7a7d7d1f8a32d992235d3d8c94afa296c87a5363","observation_id":"43fba21c-900b-4c4e-aa88-111669d8d21d","resolution":{"observed_at":"2026-08-07T10:26:38.554876Z","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":"2026-08-07T10:26:38.301860Z","title":"Single im- age reflection removal exploiting misaligned training data and network enhancements,","venue":null,"work_id":"88638b19-163d-43aa-83e7-89759d0fa8e4","year":2019},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.748899Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:99e02fc8dd8f273eac45a4075bf47cc81eace5a8b312e23d78a38a9d12bb54cd","observation_id":"766985da-4040-4d8c-8f77-b1ee72b8b926","resolution":{"observed_at":"2026-08-07T10:26:38.371365Z","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":"2026-08-07T10:26:38.203096Z","title":"Single image reflection re- moval with physically-based training images,","venue":null,"work_id":"6dfa888e-04ef-473c-ae37-955955a9e54c","year":2020},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.816346Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:a365da7bdcc72d893904a34832aaa2dcd48d5bfea21025c335d9360d78c2f0b8","observation_id":"57235e53-9048-4943-8fb5-b4665a8f9a16","resolution":{"observed_at":"2026-08-07T10:26:38.265140Z","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":"2026-08-07T10:26:38.071121Z","title":"Single image reflection removal through cascaded refinement,","venue":null,"work_id":"cf523990-feb3-4635-ad81-1e7627b9b176","year":2020},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.884580Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:7bcf796f52f5d3b4de90ef079903759a628c6e9aa7ac078f793c59729222c202","observation_id":"5b04402e-e836-4f50-bb25-56dcb805d4f2","resolution":{"observed_at":"2026-08-07T10:26:38.149387Z","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":"2026-08-07T10:26:37.928435Z","title":"Personalized single image reflection removal network through adaptive cascade re- finement,","venue":null,"work_id":"76ab2c54-d18c-4596-82f2-5cca30994dfb","year":2023},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:36.949771Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:b2d6e3790f53d18c5f35dafaff882bc4b24a4c905d79507772a82323b28b2173","observation_id":"2e46b266-3385-4331-901a-20983d67178b","resolution":{"observed_at":"2026-08-07T10:26:37.999841Z","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":"2026-08-07T10:26:37.806289Z","title":"Single image reflection sepa- ration with perceptual losses,","venue":null,"work_id":"10d9410a-fe32-4234-b849-5642aaf2567e","year":2018},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:37.060338Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:195ec5aeb1db12051936e029bbe3012b037756d62ea97b3b5645cfdad24a4d85","observation_id":"5e3a69e7-0279-4dd8-8d6e-c2d38eccc876","resolution":{"observed_at":"2026-08-07T10:26:37.893523Z","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":"2026-08-07T10:26:37.680573Z","title":"The pascal visual object classes (voc) chal- lenge,","venue":null,"work_id":"00129961-e897-4c5e-b996-648ca4d5ebf4","year":2010},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:37.116453Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:5bed37b3e81597ce53e80fa0eda737252f7776aa74187b70453aced163642a3e","observation_id":"76efb191-d697-4845-b959-8748a474d0d9","resolution":{"observed_at":"2026-08-07T10:26:37.725682Z","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":"2026-08-07T10:26:37.517192Z","title":"Restormer: Efficient transformer for high- resolution image restoration,","venue":null,"work_id":"869b5564-de50-4f1e-8bf6-be5cc055503b","year":2022},"citing_paper":{"arxiv_id":"2506.05489","last_updated":"2025-06-05T18:12:36Z","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T10:26:37.173171Z"},"links":{"citing_paper":"/paper/2506.05489"},"observation_digest":"sha256:c3920663421ab75fd25cc4dd9e1439de78428be78f92043e0b13aecf0a9d8951","observation_id":"9cde59bc-a083-4296-aaee-031809fe5311","resolution":{"observed_at":"2026-08-07T10:26:37.586472Z","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":"2506.05489","last_updated":"2025-06-05T18:12:36Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-07T10:18:20.840110Z","submitted_at":"2025-06-05T18:12:36Z","title":"F2T2-HiT: A U-Shaped FFT Transformer and Hierarchical Transformer for Reflection Removal"},"reference_resolution":{"displayed":37,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":1,"verified_fuzzy":31},"total_outbound_references":37},"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 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2506.05489."}