{"as_of":"2026-08-20T05:50:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:22229a1664dc05536afecfe1eab957439d54ed3474d02230dd52a6c80cdcaf58","coverage":[{"denominator":59,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":59,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-14T10:49:58.976800Z","state":"measured"},{"denominator":59,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":59,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/1908.10335/citation-record","integrity":"/paper/1908.10335/integrity","json":"/paper/1908.10335/citation-record.json","paper":"/paper/1908.10335"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T10:49:59.792450Z","title":"Doppler radar characteristics of precipitation at vertical incidence","venue":null,"work_id":"5fd80307-95dc-458e-ba54-651a0c5539e2","year":1973},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.718621Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:f03ada9d74059627b1405d0134c6e78456fcc2888509a15fb68da7e4750e9784","observation_id":"f01219f0-49d8-4565-8249-6ba50176dc6a","resolution":{"observed_at":"2026-08-14T10:49:59.796235Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.781574Z","title":"Analysis of rain and snow in frequency space","venue":null,"work_id":"591496f4-b765-402e-910b-211eba7a58e0","year":2010},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.722958Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:b6658531da9e68bfe7fcb71bfa1a930a5a800a3d453f005c0600c1fc6a484b75","observation_id":"f342544c-b377-4fe2-9cd2-ed5742a4630d","resolution":{"observed_at":"2026-08-14T10:49:59.785147Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.770998Z","title":"The fast bilateral solver","venue":null,"work_id":"2c94f6d4-2491-4649-a74d-7296e54b2af5","year":2016},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.726986Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:cf6894468b519204affc968964897fbda5ce5421076e8b2c65e4e0db1134a2e8","observation_id":"1ffaf1b2-6ec2-4ca0-ac9e-7d45f2bc7501","resolution":{"observed_at":"2026-08-14T10:49:59.774738Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.760201Z","title":"Curriculum learning","venue":null,"work_id":"dc2248e5-2b75-4d06-ace2-8afcf8154af8","year":2009},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.730831Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:15a021d3c38b5da09ad1bd157e7ab23dcb4b5f91bc13707a408b932cdbfaad85","observation_id":"3b0c7369-8fce-4877-b6ba-3ff51bb1e474","resolution":{"observed_at":"2026-08-14T10:49:59.764053Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1903.11027","last_updated":"2020-05-05T09:13:24Z","snapshot_observed_at":"2026-08-16T00:18:00.924587Z","submitted_at":"2019-03-26T17:19:56Z","title":"nuScenes: A multimodal dataset for autonomous driving","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1903.11027","snapshot_observed_at":"2026-08-14T10:49:58.734856Z","title":"nuscenes: A multimodal dataset for autonomous driving","venue":null,"work_id":null,"year":1903},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.734856Z"},"links":{"cited_paper":"/paper/1903.11027","citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:3b6e6731a02d2140410fda92d6e4658a4105a034f34b699c1b4b385e9a2d0279","observation_id":"ff88a6f6-8123-4805-b362-92581cdffd58","resolution":{"observed_at":"2026-08-14T10:49:58.734856Z","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":"2026-08-14T10:49:59.749953Z","title":"Hallucinating environment maps from single images","venue":null,"work_id":"1a149065-881b-4927-9017-74048a58efd5","year":2005},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.738816Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:3220b961b7b3ef2864c8dd9eb9ad276378afb1f7046942b7db37a7ba60f8fa31","observation_id":"a7445a1f-71fc-4e71-9940-8166c85f1a2a","resolution":{"observed_at":"2026-08-14T10:49:59.753804Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.738379Z","title":"A generalized low-rank ap- pearance model for spatio-temporally correlated rain streaks","venue":null,"work_id":"49251a1f-b62c-4d1d-819b-6f79032d18ac","year":1968},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.742574Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:d1289e8cfa26ce77223b302f8136f9b14593e466fc10df23651d9edd4b6bff1c","observation_id":"b5aa0451-41c1-45df-aa4f-f7a4531ba03d","resolution":{"observed_at":"2026-08-14T10:49:59.742500Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.727308Z","title":"The cityscapes dataset for semantic urban scene understanding","venue":null,"work_id":"047e93c7-1ebb-49b5-8ee6-a973f70bb86b","year":2016},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.746301Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:52a20dcd32e17bc9a8bb563d48a47e93b2b14832da7be0563aa5d05662e3bcde","observation_id":"f63cd9e6-36b4-47f0-8976-76898bbc957b","resolution":{"observed_at":"2026-08-14T10:49:59.731230Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.716612Z","title":"R4: Realistic rain render- ing in realtime","venue":null,"work_id":"1b66b666-3b8d-48bf-83d5-644e18730afc","year":2013},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.749781Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:1cf6ba8b3043a73b9118a7af774e39f93638615ac208980616069f34806ce755","observation_id":"80d1fd68-29a4-413a-a421-7b05a58c81af","resolution":{"observed_at":"2026-08-14T10:49:59.720513Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.705699Z","title":"R-fcn: Object detection via region-based fully convolutional networks","venue":null,"work_id":"1469bd1f-4ecb-44e0-a874-ec811dee5414","year":2016},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.753395Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:0d0ab7ecb922b8c7039db95e24caf82bf521a2d6a0dbc431339fab3dd0e1d95f","observation_id":"13a80842-8963-4df4-82e6-890d364e5f7b","resolution":{"observed_at":"2026-08-14T10:49:59.709846Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.693889Z","title":"Fast reactive control for illumination through rain and snow","venue":null,"work_id":"d38582ba-dd60-4187-a2dd-98979396ec8e","year":null},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.757179Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:82c86d24d26fecde5de8dba4605ee60b7f67f72d2a73a20bc6a937bd28d8b729","observation_id":"2b11c189-3b94-41af-9799-5e12e9991a29","resolution":{"observed_at":"2026-08-14T10:49:59.697928Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.681792Z","title":"Restoring an image taken through a window covered with dirt or rain","venue":null,"work_id":"306a533d-f466-4254-9efd-1c1045e0f3c1","year":2013},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.760967Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:a482233ed71f26c5e80e10ac0dab8c48065d7510481c02a793795f4d107ca469","observation_id":"cd31b2a5-30ac-49b3-9763-9a8d053e6e66","resolution":{"observed_at":"2026-08-14T10:49:59.686561Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.670045Z","title":"Material based splashing of water drops","venue":null,"work_id":"a0c34073-d492-4982-aba8-5f546006868c","year":2007},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.765146Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:0c1ef9388cc58bd66f7561fa1bd396cc3e9733b4de6b030db87940c40cd34a6a","observation_id":"b7e2f27b-f378-4068-863a-4e349907070e","resolution":{"observed_at":"2026-08-14T10:49:59.674345Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.659602Z","title":"Detection and removal of rain from videos","venue":null,"work_id":"3ed6de8d-f283-40b3-b92b-aacbedf93940","year":2004},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.769048Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:56889869e6ce2299b3a716972a46c550ddca349b873d7e2727b9d36535ce4710","observation_id":"8d73506d-ac74-43f0-8a35-edb5759fc4d7","resolution":{"observed_at":"2026-08-14T10:49:59.663217Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.648532Z","title":"When does a camera see rain? In IEEE International Conference on Computer Vision, volume 2, pages 1067–1074","venue":null,"work_id":"cbe3e105-8da3-417d-9f65-73d6a6ad6df1","year":2005},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.773080Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:bb7e210e039290f36527ade62c5fbcf014349a99ca1a7aebc8cf1c2b4855f727","observation_id":"69712d28-ccf7-4a1b-a9c1-a28ece8f1de3","resolution":{"observed_at":"2026-08-14T10:49:59.652662Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.636302Z","title":"Photorealistic rendering of rain streaks","venue":null,"work_id":"a1659fb1-4ad5-4ff6-8715-6b21083744c8","year":2006},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.776879Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:9cbf5ebbb83c4f9b33b738f3ff1566b1c31548e485607e2e350763251fb2d010","observation_id":"4d41ec2b-7088-49d2-8e09-376bec4abb92","resolution":{"observed_at":"2026-08-14T10:49:59.640479Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.625558Z","title":"Vision and rain","venue":null,"work_id":"cd7c3a68-14b1-4261-90b6-8554e973d43e","year":2007},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.780643Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:6729209312b47c95fa11d252bb6c55ca4809b48d306cc9f8fb22ece4e3c4aa00","observation_id":"9014ee03-49bb-43bc-a525-478988bebe0c","resolution":{"observed_at":"2026-08-14T10:49:59.629419Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.612857Z","title":"Im- age style transfer using convolutional neural networks","venue":null,"work_id":"dd1ed623-6596-4b6c-bffb-27ff37705036","year":2016},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.784175Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:ad7783803e2aa0c3be2b17d5b0d1289859b30c5bc2eb6d09f7d774e6aea75373","observation_id":"619a3f89-a615-4ba7-8b51-a4c614399aa6","resolution":{"observed_at":"2026-08-14T10:49:59.617742Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.599398Z","title":"Vision meets robotics: The kitti dataset","venue":null,"work_id":"f2652a30-96df-452b-8ba7-c4564b2421a4","year":2013},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.787951Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:b87f3e69f679e7276951ac20f91ea9d762ef2eaa05208a0ace44aa4fb21bb739","observation_id":"40cf4b23-ea2d-4750-935c-78f97fb75f23","resolution":{"observed_at":"2026-08-14T10:49:59.604288Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.586471Z","title":"Are we ready for autonomous driving? The KITTI vision benchmark suite","venue":null,"work_id":"387d97ca-3e3a-4738-9b50-8f1471838e4a","year":2012},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.791456Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:5a3b26c0bca81a1f4ead39e06e7f2141218368af1a9a6494816a0bd9a7784310","observation_id":"10403bae-54ec-467b-ae10-0c1f92c186cb","resolution":{"observed_at":"2026-08-14T10:49:59.591184Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.573556Z","title":null,"venue":null,"work_id":"23c2ec46-aeea-43f3-8a54-a899ab33ae25","year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.795593Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:6d5818c7af3d35b5d5e2d90576ef218f70e421fb6d91d380b3faff5dd7075d29","observation_id":"97843816-29d7-4484-9522-da2683280b78","resolution":{"observed_at":"2026-08-14T10:49:59.578125Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.561440Z","title":"Raindrop detection on car windshields using geometric-photometric environment con- struction and intensity-based correlation","venue":null,"work_id":"0ed98910-8eb4-4776-86e6-58b22f6913a9","year":2009},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.799358Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:259ec707a085867ee29275f031bb799648fce7d769c98b7f74127af3b03bec7b","observation_id":"6e63f969-9970-4aff-8df8-aae606dba492","resolution":{"observed_at":"2026-08-14T10:49:59.565363Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.547982Z","title":"Deep sky modeling for single image out- door lighting estimation","venue":null,"work_id":"5660982a-14ca-4135-be23-07b8e5bbe553","year":2019},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.803097Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:c85bfb55c6ffce082172e8eb6f4487066652f788e5e1bf81732cca44482c0443","observation_id":"e9de9472-784a-4d04-aecc-e8663533e43d","resolution":{"observed_at":"2026-08-14T10:49:59.552819Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.535478Z","title":"Robot vision","venue":null,"work_id":"b703cda2-d6c9-4b81-a148-4e93f96e9764","year":1986},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.806758Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:4bdab107bde07c38a223cfe81bf486169c9f9306aeda4644ecca9386d77b5bea","observation_id":"c975d960-37ce-4f0c-afd7-bb11ab9ee2f6","resolution":{"observed_at":"2026-08-14T10:49:59.539849Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.524339Z","title":"Consis- tent temporal variations in many outdoor scenes","venue":null,"work_id":"35da094a-bff2-42b1-b421-cc72cfa69c23","year":null},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.810433Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:2e62139f950da9fd02a9d55283cba50f054747d410d6ba3aa2824ae48f3f2e42","observation_id":"f8f5d27a-cefb-44bf-9351-eeb484a84186","resolution":{"observed_at":"2026-08-14T10:49:59.528393Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.511308Z","title":"Sparse and dense data with CNNs: Depth completion and semantic segmentation","venue":null,"work_id":"36db2df8-3d10-44e6-8bf6-5fa902c29207","year":2018},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.814225Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:7fbcd54190894628078bb1243e5236d0a305ded14bfb574c5ecbeb519cfc8a7e","observation_id":"24826b65-e2a8-47ed-997a-3dee70dc56ed","resolution":{"observed_at":"2026-08-14T10:49:59.516335Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.498596Z","title":"Perceptual losses for real-time style transfer and super-resolution","venue":null,"work_id":"b355941f-82d3-41ee-bb30-abf6568d9dc9","year":2016},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.818173Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:e7ebc7819ebfdb70a8854ac9c65ab9073d15e520c241b6834b8b119777b07935","observation_id":"cdb998b3-845e-4a50-a5f5-60f2f1a2ef4c","resolution":{"observed_at":"2026-08-14T10:49:59.503083Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.487580Z","title":"Driving in the matrix: Can virtual worlds replace human- generated annotations for real world tasks? In International Conference on Robotics and Automation, 2016","venue":null,"work_id":"99860215-dd15-413e-b3bd-bd7b93fef203","year":2016},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.821922Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:a1fbfc87545b21f1e4290de2538f5ab80ba9649e8256cb442d8d4c642316e91a","observation_id":"2dfe807e-03a2-4d93-97e3-f86c9adcfa4e","resolution":{"observed_at":"2026-08-14T10:49:59.491650Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.475970Z","title":"Influence of Fog on Computer Vision Algorithms","venue":null,"work_id":"28c8f43c-46b9-429b-8300-2d95f8f5ae01","year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.825970Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:269103b9d779bd0b521e92353ca13121f014751cde08f056370309d5672b2639","observation_id":"8d26ef76-247c-45b4-b6dc-2868b7777359","resolution":{"observed_at":"2026-08-14T10:49:59.480629Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.464148Z","title":"Transient attributes for high-level under- standing and editing of outdoor scenes","venue":null,"work_id":"748942dd-e1a5-4a34-b041-abf342a11fe5","year":2014},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.829839Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:eebe85f01e8ac81fe41476a789bf0d15b7983f4911db2807f7bcae1937cf30ba","observation_id":"599b86b9-855e-4f53-9ce2-e26eccfce74c","resolution":{"observed_at":"2026-08-14T10:49:59.468252Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.452938Z","title":"Webcam clip art: Appearance and illuminant transfer from time-lapse sequences","venue":null,"work_id":"98912a50-a62f-4347-b937-5af94878b037","year":2009},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.833299Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:4b2aabeef11bccd2b42bac4f66d78b87d169b8c9fc1dfc6a75ea9a8b3db86f5e","observation_id":"478a0b4c-1a24-4e5a-8036-b6142dd4cc22","resolution":{"observed_at":"2026-08-14T10:49:59.456920Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.442342Z","title":"Tan, and Loong-Fah Cheong","venue":null,"work_id":"06866647-3080-42c5-901d-9ad60968a79f","year":2018},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.837984Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:3489a6325070d926e5b0e813e2cfae91fc52d03ad75ef50e8bc9a404c87886a3","observation_id":"465404a1-9153-4d6c-bf88-d0e7ee8bf13e","resolution":{"observed_at":"2026-08-14T10:49:59.445951Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.431631Z","title":"Rain streak removal using layer priors","venue":null,"work_id":"9a8f2cee-9a53-486d-86eb-6f6296e83e68","year":2016},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.841776Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:d03a7ed57d4eacb4c49bd02a1dc285c28c889168875854b1d796926b3f3e2d15","observation_id":"370d6768-4275-4d67-a687-79cb6a3457d9","resolution":{"observed_at":"2026-08-14T10:49:59.435586Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.420462Z","title":"Ssd: Single shot multibox detector","venue":null,"work_id":"a3eb114c-ffc6-4444-9197-551290aa0ce0","year":2016},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.845707Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:ddb1deffb0b47382447d6e34749d8162905c25b4562f0f58d3cfdaa2f629b89a","observation_id":"72b64eb8-536e-4244-a3fd-3be036f12604","resolution":{"observed_at":"2026-08-14T10:49:59.424542Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.409066Z","title":"Removing rain from a single image via discriminative sparse coding","venue":null,"work_id":"5ea1fc6b-cf16-4a40-b758-1fcc32b3ff02","year":2015},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.849818Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:39375bada133df7ea01567639c1d80c10992aa0c5a10b73b57cad3deb8adbfa8","observation_id":"152eec1b-c721-4d0e-a10d-f846c4acd226","resolution":{"observed_at":"2026-08-14T10:49:59.412966Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.395872Z","title":"1 Year, 1000km: The Oxford RobotCar Dataset","venue":null,"work_id":"64b5bc9e-02bc-4165-826c-d4471cb0b2d9","year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.853812Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:732911e794f8d2c1f166ae69399b50148341b5dadf18e55c57c367e75f562a41","observation_id":"89da38a4-be66-43bd-b81e-5dbf84c0e50b","resolution":{"observed_at":"2026-08-14T10:49:59.400055Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.382875Z","title":"The distribution of raindrops with size","venue":null,"work_id":"6bec6634-c4fe-4128-a9e2-dedeeac5e58c","year":null},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.857980Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:509686292deffe94476d99e9884f0b1b99d45b41a35254a5b67d9bb920c4697d","observation_id":"894ae248-f773-45d0-a592-ddff3977560c","resolution":{"observed_at":"2026-08-14T10:49:59.387248Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.371813Z","title":"All the images of an outdoor scene","venue":null,"work_id":"88b04d69-adbd-454f-99c1-4c9450cd112c","year":2002},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.861813Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:7c1b0bb4644b18be0af20409ba0603ac93fc66e6f4d3dccaa0ed783a2ba0289c","observation_id":"74d37538-034a-4f0b-9446-f3729774c0a6","resolution":{"observed_at":"2026-08-14T10:49:59.375904Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.359423Z","title":"A lens and aper- ture camera model for synthetic image generation","venue":null,"work_id":"73b29638-9e42-4234-8bee-3eea80bcda51","year":1981},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.865409Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:262daa2ca87fa9092153c39a659b9cd1b3df3b37404c4d773a3e4f867150e279","observation_id":"430ed94e-8f8a-430d-a895-5b3da727f0dc","resolution":{"observed_at":"2026-08-14T10:49:59.363289Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.348549Z","title":"Atmospheric effects on availability of free space optics systems","venue":null,"work_id":"c8c3fcbd-2d2b-4987-8317-aaf9cf69cb58","year":2009},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.869459Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:975773e657b2b10c88cea93cfe61b999d3b87f37ab03255d12548abd088fcbcf","observation_id":"0c49f659-a79f-4795-8550-b93f9d750f06","resolution":{"observed_at":"2026-08-14T10:49:59.352430Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.337689Z","title":"Yolo9000: better, faster, stronger","venue":null,"work_id":"397b1cb1-6744-489e-9a87-53c86282b221","year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.874339Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:14b887331a271f58f6f7df483765b16b76044ac45c373268092dddb0995e81e8","observation_id":"14ea9091-30dd-4490-ad7c-9e60ed73ceb6","resolution":{"observed_at":"2026-08-14T10:49:59.341482Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.326202Z","title":"Faster r-cnn: Towards real-time object detection with region proposal networks","venue":null,"work_id":"50235a54-633d-4ade-98bb-a6ec1eb757e7","year":2015},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.878876Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:d5293344d322fc4b4460f82e1c699fe8d31640f0083990349e1911b5f4e79350","observation_id":"1aecb89a-665f-4474-a145-6923023d32a3","resolution":{"observed_at":"2026-08-14T10:49:59.330425Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.312489Z","title":"Erfnet: Efficient residual factorized con- vnet for real-time semantic segmentation","venue":null,"work_id":"6990d4fd-9b92-44f4-aa3f-f44e3d22ab9b","year":2018},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.884353Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:e9a569e74625f64c29ba81eacfe0db25ebdc8fa13388d5d876558c91019f0b6b","observation_id":"484cf3d7-bc9b-47c8-85b6-ba5db3acdc4d","resolution":{"observed_at":"2026-08-14T10:49:59.318422Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.300605Z","title":"Realistic real-time rain rendering","venue":null,"work_id":"20b68b24-dafc-452c-9467-9abc4cc7df25","year":2006},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.888988Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:34bbe6cef85523eb553c17aca7c26384a990dd62a3a8c6a2376472f0d6148acc","observation_id":"71c022b7-02b4-4b0e-8903-b665c4850d6a","resolution":{"observed_at":"2026-08-14T10:49:59.304692Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.288658Z","title":"Espnet: Efficient spatial pyramid of dilated convolutions for semantic segmentation","venue":null,"work_id":"b7af1032-0af9-47a9-b353-eb64b56b949a","year":2018},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.893871Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:c64b7596f04659f80cdab1b2cc85e18fbe026351e7c3ce8ce5e43d23b5a8f8bf","observation_id":"ad405887-58d9-489d-8b9e-3e01fc17bb4b","resolution":{"observed_at":"2026-08-14T10:49:59.293151Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.275989Z","title":"Semantic foggy scene understanding with synthetic data","venue":null,"work_id":"e259effd-1ee8-4a4c-95ea-5b39834b89c7","year":2018},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.899142Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:d86757c684f72147afe5c1cca3523f35cadb31ce22441132d847ed810558e0b8","observation_id":"ef14c2e3-5342-4053-99fc-017ff97ff6ff","resolution":{"observed_at":"2026-08-14T10:49:59.280573Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.263804Z","title":"Dsod: Learning deeply su- pervised object detectors from scratch","venue":null,"work_id":"13eae445-4e8f-4bda-93ff-f79a2f0e2d49","year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.903964Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:0b16d3ffbc6345adedf331a5d22325ab5bc4fa0e4fa0dec83165745f981d0cfb","observation_id":"7c6f6361-d12d-4100-b5e5-d157de48707a","resolution":{"observed_at":"2026-08-14T10:49:59.268107Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.250410Z","title":"Artist-directable real-time rain rendering in city environments","venue":null,"work_id":"e6557f73-ccda-4fd1-91aa-151bb6ace9e9","year":2006},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.911772Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:d8ff8933128b19f196c2511ade80c5c671a86e87cf338159313d7f3cbb7bec06","observation_id":"992b7603-aba3-4f0c-bd2d-1ac912f57923","resolution":{"observed_at":"2026-08-14T10:49:59.254669Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.238000Z","title":"Learn- ing to adapt structured output space for semantic segmenta- tion","venue":null,"work_id":"5398ea2b-d6dd-476d-8a1b-412c030375ec","year":2018},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.916223Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:beed9492d7327ec76acfb2ad1fe5ff10047afc8b723565057aa5ca4f1c358bb7","observation_id":"904f8710-3257-4249-8d84-ae7958b09db3","resolution":{"observed_at":"2026-08-14T10:49:59.242098Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.224232Z","title":"Numerical model for the fall speed of rain drops in a rain fall simulator","venue":null,"work_id":"0eb43109-c0f9-4ab2-8f1d-6e3d4e4b79b1","year":1997},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.920505Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:6513ce59e935f27a2d479bfce3d1b43b318917a8e8f4aab5809cb36d0087f10b","observation_id":"c4d75453-e84b-48d6-b55e-59bb6870f955","resolution":{"observed_at":"2026-08-14T10:49:59.229375Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.208365Z","title":"A multiscale model for rain rendering in real- time","venue":null,"work_id":"0712e832-ac18-4c4f-a208-d76235781c89","year":2015},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.924359Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:c3736c768ee2cace90d79168cec80d6abd2f38d622f6fb9a2e5a99d3fdc579d5","observation_id":"e413293a-404f-423f-a8a8-3fdc8954912b","resolution":{"observed_at":"2026-08-14T10:49:59.213288Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.195273Z","title":"Exploit all the layers: Fast and accurate cnn object detector with scale dependent pooling and cascaded rejection classifiers","venue":null,"work_id":"b30984d7-dde9-4f06-97e1-e5a58139faf8","year":null},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.928618Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:4cda297eeaa37071906d9c3cf89fb5d342fc35eca415ebb4e5c7502d0c22654b","observation_id":"861a4916-9d86-48c1-9c31-4af61dddd4b1","resolution":{"observed_at":"2026-08-14T10:49:59.199773Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.178689Z","title":"Deep joint rain detection and removal from a single image","venue":null,"work_id":"bf30764b-8709-4779-bfda-6887bf66c38c","year":null},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.933296Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:63986ca0969d95ec31e0a75749ed1450a39f26c54f9475403f72835eecb14be8","observation_id":"9f2e4801-792d-43df-9e5a-5bfdeeba0c4b","resolution":{"observed_at":"2026-08-14T10:49:59.183654Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1805.04687","last_updated":"2020-04-08T09:25:06Z","snapshot_observed_at":"2026-08-14T19:16:08.121001Z","submitted_at":"2018-05-12T09:24:21Z","title":"BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1805.04687","snapshot_observed_at":"2026-08-14T10:49:58.937491Z","title":"Bdd100k: A diverse driving video database with scalable annotation tooling","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.937491Z"},"links":{"cited_paper":"/paper/1805.04687","citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:6d2efc1c4126cc948615d7c4c0ec9ce55ec099d9217c23b2f0a95ed87bfd4507","observation_id":"c2b7709f-5b9f-49ed-b4cc-741013b9af42","resolution":{"observed_at":"2026-08-14T10:49:58.937491Z","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":"2026-08-14T10:49:59.142649Z","title":"Density-aware single image de-raining using a multi-stream dense network","venue":null,"work_id":"52dc7369-2575-4243-86dd-6b3c3541be7f","year":2018},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.941626Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:dc488ac7d4ad41e4c681225f3425b5ed945ee89276f9ce02444affbf17ef5ed5","observation_id":"7dc293d8-6342-4a37-b670-be99c37abcd2","resolution":{"observed_at":"2026-08-14T10:49:59.162369Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1701.05957","last_updated":"2019-06-02T19:18:19Z","snapshot_observed_at":"2026-08-14T21:20:12.381523Z","submitted_at":"2017-01-21T01:06:44Z","title":"Image De-raining Using a Conditional Generative Adversarial Network","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1701.05957","snapshot_observed_at":"2026-08-14T10:49:58.946833Z","title":"Image de-raining using a conditional generative adversarial network","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.946833Z"},"links":{"cited_paper":"/paper/1701.05957","citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:3db2686a515b0a978e1dca84f8192126f44903c214068b9c60b9986a58acb2bd","observation_id":"b8447caf-f536-4160-bef7-a33836da6fb7","resolution":{"observed_at":"2026-08-14T10:49:58.946833Z","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":"2026-08-14T10:49:59.122781Z","title":"Icnet for real-time semantic segmenta- tion on high-resolution images","venue":null,"work_id":"5bc87c77-c703-41ce-ba3a-c12202397c71","year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.951064Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:2b0ef8a78864d0560e8eb8f3aec3e0de48ba1051be705a293b2bead831477bfb","observation_id":"98d1ad82-b882-46f9-ada5-8c75c47a371c","resolution":{"observed_at":"2026-08-14T10:49:59.130823Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.106733Z","title":"Pyramid scene parsing network","venue":null,"work_id":"e003cef0-5cce-4dca-9074-8bdf0fe4f889","year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.965525Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:41ffe0a1efd86052d0cccd6ee73152870bdd4844ec265c91b461e91b92fa9571","observation_id":"fca93686-b981-4d6b-afdc-ea2c600c7d97","resolution":{"observed_at":"2026-08-14T10:49:59.112529Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+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":"2026-08-14T10:49:59.083066Z","title":"Unpaired image-to-image translation using cycle-consistent adversarial networks","venue":null,"work_id":"a159487f-606e-40fc-bdc9-dbab5272bc00","year":2017},"citing_paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-14T10:49:58.976800Z"},"links":{"citing_paper":"/paper/1908.10335"},"observation_digest":"sha256:849ac7f43faaab7832cca09736411ad23b427705bf8da049ab377ed82fb08f1e","observation_id":"b59a032f-ef99-40c4-9574-514445513ae4","resolution":{"observed_at":"2026-08-14T10:49:59.093114Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"1908.10335","last_updated":"2019-08-27T17:13:46Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-20T04:44:32.044941Z","submitted_at":"2019-08-27T17:13:46Z","title":"Physics-Based Rendering for Improving Robustness to Rain"},"reference_resolution":{"displayed":59,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":4,"verified_exact":0,"verified_fuzzy":55},"total_outbound_references":59},"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":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 20 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:1908.10335."}