{"as_of":"2026-08-16T11:56:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d8da2e0f6fa3299b415fd97254fa92ef7b3e280c4394968499d2c20d5c7d2cc1","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-14T15:44:43.820144Z","state":"measured"},{"denominator":26,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":26,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+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/1908.00656/citation-record","integrity":"/paper/1908.00656/integrity","json":"/paper/1908.00656/citation-record.json","paper":"/paper/1908.00656"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T15:44:44.161262Z","title":"Machine Learning in Medical Imaging","venue":null,"work_id":"3bb4f033-6319-45d5-a0f0-0cdf7c3b96d6","year":2010},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.739489Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:bdf8c22064a666243293a7b28aee93d8fc2a2c4e3929390c2e357680ed903d11","observation_id":"0827c31f-1e41-427e-a8b7-302d24c9d9ce","resolution":{"observed_at":"2026-08-14T15:44:44.164362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.152103Z","title":"Machine Learning and Radiology","venue":null,"work_id":"973d8cc1-0920-4424-8884-270072858aee","year":2012},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.742857Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:6364aec9afc9693b27824cfef2d81be9dbc8071face123377d304620275ca33c","observation_id":"83f2720b-8d72-41d3-8923-c8683d7117ab","resolution":{"observed_at":"2026-08-14T15:44:44.155237Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.media.2016.06.032","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T15:44:43.868093Z","title":"Machine learning approaches in medical image analysis: From detection to diagnosis","venue":null,"work_id":"683294bf-d492-4cdb-9274-d7029a693a50","year":2016},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.746156Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:5a6707143fbf92bff7b9e6ef60c6ade855d5f311329d46f1a105dd8eca816c1d","observation_id":"15a66d3c-ce59-49cc-bce2-d694107c45f0","resolution":{"observed_at":"2026-08-14T15:44:43.873539Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1606.03490","last_updated":"2017-03-06T08:51:10Z","snapshot_observed_at":"2026-08-14T21:53:14.447761Z","submitted_at":"2016-06-10T21:28:47Z","title":"The Mythos of Model Interpretability","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1606.03490","snapshot_observed_at":"2026-08-14T15:44:43.749069Z","title":"The Mythos of Model Interpretability","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.749069Z"},"links":{"cited_paper":"/paper/1606.03490","citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:bf2cb588c9d0a81ac1c5fbf8f926b167a2d8f4d984915e94e881bf6d7e9f5aff","observation_id":"5c4157fc-4d57-4ba1-87d2-c1c6f2644823","resolution":{"observed_at":"2026-08-14T15:44:43.749069Z","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":"2026-08-14T15:44:43.752349Z","title":"Methods for interpreting and understanding deep neural networks","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.752349Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:7612973a20ce961996dca56009d6c7feae74755ab6e3f000f53c31835ab80e06","observation_id":"c27400d1-48ce-48a8-864e-8ef2108dc316","resolution":{"observed_at":"2026-08-14T15:44:43.752349Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1412.6572","last_updated":"2015-03-20T20:19:16Z","snapshot_observed_at":"2026-08-12T17:13:46.394331Z","submitted_at":"2014-12-20T01:17:12Z","title":"Explaining and Harnessing Adversarial Examples","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1412.6572","snapshot_observed_at":"2026-08-14T15:44:43.755293Z","title":"J.; Shlens, J","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.755293Z"},"links":{"cited_paper":"/paper/1412.6572","citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:c09f5d1ea354c14eb76fb5520b5071e608d6c8592c07490a61cf3c67b0af0acc","observation_id":"321c75fc-67e9-4c4c-a232-4a120ba8c85a","resolution":{"observed_at":"2026-08-14T15:44:43.755293Z","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":"2026-08-14T15:44:44.142990Z","title":null,"venue":null,"work_id":"a6a8d243-d78d-4884-978b-a642477c418a","year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.758177Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:79a5585599d97dca84a06dc59e7dc2301a8b004749d2b3e01c4d2800ca44468c","observation_id":"aab3d8c7-58a7-4a90-8d3a-be615795ec25","resolution":{"observed_at":"2026-08-14T15:44:44.146139Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.169215Z","title":"distilled","venue":null,"work_id":"69cf371a-8374-44f6-8b9a-bbff79e47589","year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.734871Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:bbcf45fe673cc7932d1ef57e90526b8b1c3e66127afdede3ecd7ac9154bdfb61","observation_id":"687451f3-6b64-41d3-9827-4136e6c5ff1d","resolution":{"observed_at":"2026-08-14T15:44:44.171875Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.133869Z","title":"Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks,","venue":null,"work_id":"751b9f59-c70d-49a4-bf30-27a39a7d5471","year":2016},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.761020Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:82a649aae583040b4b6faf272ecbd69e4bb9553eeed06ba1b05081e469dfca67","observation_id":"54ab843e-ac49-4f2c-b799-c89c48da1028","resolution":{"observed_at":"2026-08-14T15:44:44.137387Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.124678Z","title":"3D U-Net: learning dense volumetric segmentation from sparse annotation,","venue":null,"work_id":"48ee683f-492a-4edf-a09b-a2d3e04cb5da","year":2016},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.763989Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:ff69d860d769cf4566758cf5bbef8d9ad844c7993833c73eaa41fc2aaa3541d8","observation_id":"1cb2c0b5-3959-4d38-bd72-39f25782ee32","resolution":{"observed_at":"2026-08-14T15:44:44.128221Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.115244Z","title":null,"venue":null,"work_id":"da0384b2-7b7e-4520-9a28-6d90e674796c","year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.768360Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:1a98b5df6a7ac593566d5e589d6f1cd8aac03e64991355b1a521a275b93e3822","observation_id":"440cf960-f430-4bf8-81dd-1d3f193d336c","resolution":{"observed_at":"2026-08-14T15:44:44.118744Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.105504Z","title":null,"venue":null,"work_id":"f0b5c0e7-8c52-4979-ad6d-d936f52ad974","year":2016},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.771462Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:e53ba5c4f84edbdbd93ada2081c486397f0408d8a73bbbca4426cdff479b17eb","observation_id":"2201b764-56d4-40ec-b7fb-084adfed3dd8","resolution":{"observed_at":"2026-08-14T15:44:44.108869Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.095360Z","title":null,"venue":null,"work_id":"378e12ce-cf45-4928-9a5e-30265e0ceee2","year":2016},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.774748Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:b567e7b0f194a11dbc8ac80b1bb9b24e9881c5a7f01249a5bba87224687aafa0","observation_id":"11237156-c616-4791-bed6-7cffcc31e78e","resolution":{"observed_at":"2026-08-14T15:44:44.098853Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.086539Z","title":null,"venue":null,"work_id":"0a59e4fa-d977-4732-b2ec-ce6c70f446cd","year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.777821Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:67daaf5986a5a0e185a46ab3ff91e98b324593c558cd48ba99361d3405db1a0e","observation_id":"d40a09e8-e7e1-4e66-8c21-b670eb03d468","resolution":{"observed_at":"2026-08-14T15:44:44.089601Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:44.076959Z","title":null,"venue":null,"work_id":"8a09dae1-5467-45c3-8936-2e47bfe68008","year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.781105Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:f067633ae0c96395a569c1b5388721df9b22692a79039d9a46dc2f7c9410c1a0","observation_id":"ca7c1c63-b5b5-4c7d-a34e-7dfacc1ec180","resolution":{"observed_at":"2026-08-14T15:44:44.080571Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-14T15:44:43.787790Z","title":"The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.787790Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:b829583c44f9ea8ca1f3f9b8dbd79d267c35a102cbac2482fdd566ce2c25eaa2","observation_id":"78aed67b-2705-4aac-8a1e-bac0d12536bf","resolution":{"observed_at":"2026-08-14T15:44:43.787790Z","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":"2026-08-14T15:44:43.791186Z","title":"Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.791186Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:8d3750e5b42d831703e98b40b47fc6f70fcaa0c72467845b44efedb264968968","observation_id":"0464e554-592e-4c33-ac90-2dc846e2cd89","resolution":{"observed_at":"2026-08-14T15:44:43.791186Z","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":"2026-08-14T15:44:43.798434Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.798434Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:1e4bda7857dbba3ddd8175b28738a8dbd689acbaac87e977aa55c33d921dd822","observation_id":"b8c62ac3-e46c-4b93-806b-dee22de29151","resolution":{"observed_at":"2026-08-14T15:44:43.798434Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1706.06083","last_updated":"2019-09-04T18:53:10Z","snapshot_observed_at":"2026-08-07T14:27:46.872660Z","submitted_at":"2017-06-19T17:53:11Z","title":"Towards Deep Learning Models Resistant to Adversarial Attacks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1706.06083","snapshot_observed_at":"2026-08-14T15:44:43.801415Z","title":"(2017), ‘Towards Deep Learning Models Resistant to Adversarial Attacks’","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.801415Z"},"links":{"cited_paper":"/paper/1706.06083","citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:2e61ba262360c9694f5599cbe5cad128f08dd2fcccc7ac6609eee8d63bf0993d","observation_id":"410099a4-2831-49db-8c63-94b8bb863e8d","resolution":{"observed_at":"2026-08-14T15:44:43.801415Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1707.06728","last_updated":"2017-08-30T15:47:50Z","snapshot_observed_at":"2026-08-14T20:46:15.514837Z","submitted_at":"2017-07-21T00:50:22Z","title":"Efficient Defenses Against Adversarial Attacks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1707.06728","snapshot_observed_at":"2026-08-14T15:44:43.804922Z","title":"arXiv preprint arXiv:1707.06728","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.804922Z"},"links":{"cited_paper":"/paper/1707.06728","citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:439d35c965cfbe532d5b858419374c5ba49f57706070ec0d6006ae5211c04c19","observation_id":"d82db5af-a161-42b5-b6fe-b357e1effe44","resolution":{"observed_at":"2026-08-14T15:44:43.804922Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1711.08478","last_updated":"2017-11-22T19:18:52Z","snapshot_observed_at":"2026-08-14T20:10:55.641018Z","submitted_at":"2017-11-22T19:18:52Z","title":"MagNet and \"Efficient Defenses Against Adversarial Attacks\" are Not Robust to Adversarial Examples","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1711.08478","snapshot_observed_at":"2026-08-14T15:44:43.808606Z","title":"efficient defenses against adversarial attacks","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.808606Z"},"links":{"cited_paper":"/paper/1711.08478","citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:1ede8cd6cafc2e6f6fe3e98c98238f28573aecbaa3670f63675740d4b7ef4c2d","observation_id":"e4cada46-ee1c-4520-bc19-990113f7bb85","resolution":{"observed_at":"2026-08-14T15:44:43.808606Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1712.02779","last_updated":"2019-09-16T04:38:13Z","snapshot_observed_at":"2026-08-14T20:05:48.423304Z","submitted_at":"2017-12-07T18:53:52Z","title":"Exploring the Landscape of Spatial Robustness","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1712.02779","snapshot_observed_at":"2026-08-14T15:44:43.812198Z","title":"Logan, T","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.812198Z"},"links":{"cited_paper":"/paper/1712.02779","citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:820c90029c70cffda6dcfc900c7c9fd42e7f8fe1a891a9c29ef1f8b30555907a","observation_id":"1522c0bc-1a00-42a7-abd3-9d149ba8771b","resolution":{"observed_at":"2026-08-14T15:44:43.812198Z","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":"2026-08-14T15:44:44.067058Z","title":"Tustison, B.B","venue":null,"work_id":"17753b79-1c0b-4ee3-83ac-6745ee9ee67d","year":2010},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.820144Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:859c0a6662cfa39c7fcb0773a38cb5ca6ef944612b0a6f62ad7e1fbbd06ec1b1","observation_id":"08d069eb-e651-4f2b-aa51-6eedf8440fa0","resolution":{"observed_at":"2026-08-14T15:44:44.070423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1512.03385","last_updated":"2015-12-10T19:51:55Z","snapshot_observed_at":"2026-07-06T04:39:28.429064Z","submitted_at":"2015-12-10T19:51:55Z","title":"Deep Residual Learning for Image Recognition","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1512.03385","snapshot_observed_at":"2026-08-14T15:44:43.815656Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":2016,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.815656Z"},"links":{"cited_paper":"/paper/1512.03385","citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:c2c8a41c453ee3556a013a8b4ba4f3472fd76ba476c9a11fab2f265a917015a4","observation_id":"9a8c5659-24aa-45eb-a73c-71922edf1027","resolution":{"observed_at":"2026-08-14T15:44:43.815656Z","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":"2026-08-14T15:44:43.795038Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.795038Z"},"links":{"citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:27570fa4be5b987cbbe988bf8c6fb89d0cd49c078336550594f860177620ea1c","observation_id":"650953c8-be3d-4a3a-8d7a-83eb244cc3da","resolution":{"observed_at":"2026-08-14T15:44:43.795038Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1801.00553","last_updated":"2018-02-26T06:18:58Z","snapshot_observed_at":"2026-08-14T19:58:41.928347Z","submitted_at":"2018-01-02T05:22:06Z","title":"Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1801.00553","snapshot_observed_at":"2026-08-14T15:44:43.784282Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation","version":1},"reference_index":2018,"source":"pdf_text","source_observed_at":"2026-08-14T15:44:43.784282Z"},"links":{"cited_paper":"/paper/1801.00553","citing_paper":"/paper/1908.00656"},"observation_digest":"sha256:38f61073597e2d66c96b5654651b720104836d85558d64278520920f58970794","observation_id":"eb3a4570-03b0-4ca5-93a0-f69a5e7f6aaf","resolution":{"observed_at":"2026-08-14T15:44:43.784282Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"1908.00656","last_updated":"2019-08-01T23:05:19Z","latest_version":1,"primary_category":"eess.IV","snapshot_observed_at":"2026-08-16T04:42:33.577059Z","submitted_at":"2019-08-01T23:05:19Z","title":"Robustifying deep networks for image segmentation"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":19,"verified_exact":1,"verified_fuzzy":6},"total_outbound_references":26},"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":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:1908.00656."}