{"as_of":"2026-08-19T17:01:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:705c9a8c1d813aec93fda0c785e0b5f481d407e90ca5c1d9013b1d4efa831057","coverage":[{"denominator":45,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":45,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T02:29:13.873707Z","state":"measured"},{"denominator":45,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":45,"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/2607.25432/citation-record","integrity":"/paper/2607.25432/integrity","json":"/paper/2607.25432/citation-record.json","paper":"/paper/2607.25432"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T02:29:13.392142Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.392142Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:c4b9355e39c8413eca226e85dbaee770e0c66d013eca3feea5b115b82d105d10","observation_id":"e29608d9-4af2-4bcc-9294-946f36141ebc","resolution":{"observed_at":"2026-08-01T02:29:13.392142Z","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":"2026-08-01T02:29:13.416913Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.416913Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:42670711fae5c3b23f0cbd948289326cddcaf0b3c0d56164bd022374d948c59b","observation_id":"85832d45-40ec-4b6b-9011-4047cc445e05","resolution":{"observed_at":"2026-08-01T02:29:13.416913Z","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":"2026-08-01T02:29:13.465848Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.465848Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:b2b4f015d20e5ed90aa681787611e42941c63426c5f769c315c59240fac4a1e3","observation_id":"3215985a-e900-42d5-8d71-0c9c4fddf184","resolution":{"observed_at":"2026-08-01T02:29:13.465848Z","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":"2026-08-01T02:29:13.523122Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.523122Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:003d3deac29815a33ffcfb1cb8e27a48bbed537dbb306418e2b2dc1f612da238","observation_id":"0b91d809-4d95-41e1-aea4-a009bebe5fbe","resolution":{"observed_at":"2026-08-01T02:29:13.523122Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1708.04552","last_updated":"2017-11-29T14:51:40Z","snapshot_observed_at":"2026-08-13T11:54:46.030796Z","submitted_at":"2017-08-15T15:21:53Z","title":"Improved Regularization of Convolutional Neural Networks with Cutout","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1708.04552","snapshot_observed_at":"2026-08-01T02:29:13.688373Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.688373Z"},"links":{"cited_paper":"/paper/1708.04552","citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:242a6732c698c81fedaa3cf367caf6267c3f19119f9b69b7dca6b46e59cecf5c","observation_id":"f26dae6d-db72-4d12-b985-051a27454f41","resolution":{"observed_at":"2026-08-01T02:29:13.688373Z","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":"2026-08-01T02:29:13.744461Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.744461Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:e3be448f59c7c3cf6f21656cc7ba0067bea6ab5a09a6416221e3764b5c50e707","observation_id":"afb4aef8-96e6-4d28-ba5a-67556d5fbb30","resolution":{"observed_at":"2026-08-01T02:29:13.744461Z","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":"2026-08-01T02:29:13.794659Z","title":null,"venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.794659Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:910c79bdccc46bd44e340fdede05c33d40a33ae9a0173eaa48751353e69a3225","observation_id":"1017ceeb-1e7c-4fa4-9fad-e5d19d035a6a","resolution":{"observed_at":"2026-08-01T02:29:13.794659Z","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":"2026-08-01T02:29:13.797297Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.797297Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:ab283509134a829b341b286504b7330382e3f008160311ba46fd15ca22ce6530","observation_id":"bea1d339-9b48-4460-8a75-a3478da2bb20","resolution":{"observed_at":"2026-08-01T02:29:13.797297Z","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":"2026-08-01T02:29:13.802036Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.802036Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:3abb4880a109662e3ff5e0ed84d2de67d72b2fe632a466a7f9748ab61c94f5b8","observation_id":"3aba54f0-4be5-498f-9bad-b8d11369dc86","resolution":{"observed_at":"2026-08-01T02:29:13.802036Z","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":"2026-08-01T02:29:13.804513Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.804513Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:9889676999f527ab85466aa5fe3ca8077da7374d1dda6e03b35b86bc52ba5885","observation_id":"54bcfec4-20ac-4070-92e8-562ace5f24b3","resolution":{"observed_at":"2026-08-01T02:29:13.804513Z","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":"2026-08-01T02:29:13.806768Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.806768Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:e1b59bfeab3e3bdf28b4b57bce1dfc328306285beade6b0e5bbe1f055961e526","observation_id":"1ab1fcc0-33f9-4c8d-95a1-8a5404db7fbd","resolution":{"observed_at":"2026-08-01T02:29:13.806768Z","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":"2026-08-01T02:29:13.808929Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.808929Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:87f1181b5effc4b4ae8f745c69d9ff387dd799bc0b0dae8290a23ca58d343f47","observation_id":"c077f7f0-831a-4106-a0c0-657cb4d318a8","resolution":{"observed_at":"2026-08-01T02:29:13.808929Z","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":"2026-08-01T02:29:13.811480Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.811480Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:a2078c7f56de88e6a8a7fb8d83cf5a5b75f4d272e4f851e9aba19945a35de6fa","observation_id":"7a3a28c4-5ea6-4486-a869-0e0acf025d21","resolution":{"observed_at":"2026-08-01T02:29:13.811480Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.11636","last_updated":"2024-11-18T15:14:36Z","snapshot_observed_at":"2026-08-12T18:15:30.183574Z","submitted_at":"2024-11-18T15:14:36Z","title":"SP${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.11636","snapshot_observed_at":"2026-08-01T02:29:13.813681Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.813681Z"},"links":{"cited_paper":"/paper/2411.11636","citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:26d05b898893b67f54904d1a35fc53636cd702233796b69aab0f75befb9f7720","observation_id":"72c4ef50-1df2-4c7e-8fc0-d73d0215ef04","resolution":{"observed_at":"2026-08-01T02:29:13.813681Z","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":"2026-08-01T02:29:13.815901Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.815901Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:9de4c0e078b4f4c7e2813e46862dcf2ab3d465acef75a04cfbab36fd65e55b47","observation_id":"9bdc4c4d-3332-4043-b502-2520929c826f","resolution":{"observed_at":"2026-08-01T02:29:13.815901Z","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":"2026-08-01T02:29:13.817811Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.817811Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:fe85f0757116da66756aa7810dbd096f03909e84abe191265db30117a8b1b885","observation_id":"bbf82b8f-ddc2-4681-a336-4aa4b5ee22a8","resolution":{"observed_at":"2026-08-01T02:29:13.817811Z","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":"2026-08-01T02:29:13.819818Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.819818Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:64a7f117c1a6f1581a516cc59457b1e71361117525c6ed1303c284702204dc0c","observation_id":"05021485-fec5-4203-bd6b-cb1bb59551c0","resolution":{"observed_at":"2026-08-01T02:29:13.819818Z","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":"2026-08-01T02:29:13.821970Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.821970Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:e01ebaf8e15a73b892312fe99e6ffd21ee9b11fcc30ed7da660b4424e1c885e6","observation_id":"e96f6065-b9db-4815-adfd-2ee0d365db1e","resolution":{"observed_at":"2026-08-01T02:29:13.821970Z","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":"2026-08-01T02:29:13.823923Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.823923Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:b6870bbc4f2429acddce9c17b36619def98c4c85d54018336f3777bf5c53b5d4","observation_id":"6ddb5fa4-c753-45a6-b858-d795a9fb3490","resolution":{"observed_at":"2026-08-01T02:29:13.823923Z","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":"2026-08-01T02:29:13.826157Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.826157Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:83ef64d3155606153c6885ae29e569523b6094d5b642393b746e8971172e196d","observation_id":"f5e7a175-ffdf-4a73-96f3-92999439714d","resolution":{"observed_at":"2026-08-01T02:29:13.826157Z","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":"2026-08-01T02:29:13.828107Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.828107Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:335804b07a2b094affa779d608f7e13afc647ff0996f8fd5e1f202d8af89e632","observation_id":"ffdced36-9777-4469-8e12-4d073ee28cb4","resolution":{"observed_at":"2026-08-01T02:29:13.828107Z","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":"2026-08-01T02:29:13.830292Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.830292Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:2379023751382e1b7d0082437d60f385b92b3c1d04ee11a761630831b3d1ab31","observation_id":"06fd857a-8778-422a-adea-1880d0167393","resolution":{"observed_at":"2026-08-01T02:29:13.830292Z","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":"2026-08-01T02:29:13.832095Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.832095Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:cb8b9ad00b7700f1da358f40e3290048221c3445daf6afe3b1323736bbb874c6","observation_id":"9bfaa0a2-2c3a-4680-85c6-9d0ac5c87d8b","resolution":{"observed_at":"2026-08-01T02:29:13.832095Z","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":"2026-08-01T02:29:13.834158Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.834158Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:42dda77e0385528a0defdc235a10039cac18d069de5d374d3ca1a40e6a27fbd6","observation_id":"a367b3c8-8a15-4ca4-9486-7d1226b9963e","resolution":{"observed_at":"2026-08-01T02:29:13.834158Z","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":"2026-08-01T02:29:13.836070Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.836070Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:5fbf90ccfd99b6a7325824310378ad73ccdfb60a4ce1634ca4df805d9b139ee6","observation_id":"56a95188-96bd-4efb-b775-8d42a2c7426d","resolution":{"observed_at":"2026-08-01T02:29:13.836070Z","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":"2026-08-01T02:29:13.838187Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.838187Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:f4809a44abd585ecdd6826e815d6a9ace0eff6dbe1d9ade9a449a2d09a800ccc","observation_id":"00c8e913-f1fe-475e-99a7-733670f620b2","resolution":{"observed_at":"2026-08-01T02:29:13.838187Z","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":"2026-08-01T02:29:13.840267Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.840267Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:44e19dfcaa83ac009942dc934c983c49585231192130ff6dc3dd5a85b13ee94a","observation_id":"86c38b60-73f8-4a00-ad7e-c4169febe0ca","resolution":{"observed_at":"2026-08-01T02:29:13.840267Z","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":"2026-08-01T02:29:13.842119Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.842119Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:24bc498b541dbfefa5942285019888d592a3f9e0889daf1ba62a944859badff0","observation_id":"9d24b8a7-0298-4344-9527-b0abf0bbbc94","resolution":{"observed_at":"2026-08-01T02:29:13.842119Z","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":"2026-08-01T02:29:13.844109Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.844109Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:172cbcfb7629731e3e54d1461dcba2d25f9f6aad6821c21053fd1ddaed292f3b","observation_id":"91ff0ccc-e830-4975-b6cc-093f2fe3f406","resolution":{"observed_at":"2026-08-01T02:29:13.844109Z","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":"2026-08-01T02:29:13.846199Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.846199Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:247239f5d1ef57664193a1b0cad0619df42fd6550160730c7480804b695f9ee9","observation_id":"86fc1a88-156d-4db7-87c2-af31937b2ab2","resolution":{"observed_at":"2026-08-01T02:29:13.846199Z","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":"2026-08-01T02:29:13.848201Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.848201Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:9e54ce0039d50ea8517d92b81437e824a01f0e2aca1fab690aeab35f6f0b1667","observation_id":"37f755da-0a56-47d4-b3c0-389a783e2779","resolution":{"observed_at":"2026-08-01T02:29:13.848201Z","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":"2026-08-01T02:29:13.850097Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.850097Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:f06036e57ca3971678ad02996987a42285e70bb6f67524638283984f11716026","observation_id":"b4fe52df-2eb4-405a-9b8b-381515a8592c","resolution":{"observed_at":"2026-08-01T02:29:13.850097Z","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":"2026-08-01T02:29:13.852109Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.852109Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:3831abfb0a7112cf25584e30b416d9dee5847f713bfad55b82ae5426d9b2f372","observation_id":"b398ba69-14ab-49cb-94dd-022fb5b9195a","resolution":{"observed_at":"2026-08-01T02:29:13.852109Z","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":"2026-08-01T02:29:13.854374Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.854374Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:b359d6e8c728b5d20d72db93ed3b698e81f963acf87632d6dd00b9a6a201ad15","observation_id":"61aacb61-1354-40f7-ac61-f23e8ffcb290","resolution":{"observed_at":"2026-08-01T02:29:13.854374Z","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":"2026-08-01T02:29:13.856257Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.856257Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:1c2bc0c9ca55937bfe7535264b773b8b24445dced19591d9f363445a071eeac2","observation_id":"d282d5ae-b26e-4caf-9ce9-e812c35d71d7","resolution":{"observed_at":"2026-08-01T02:29:13.856257Z","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":"2026-08-01T02:29:13.858213Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.858213Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:688b18b2358dda031ec4b7874dd519edf288b0dfcd9d500a20f40b07602950db","observation_id":"650339c2-876e-46a9-8ad8-ea22181b5604","resolution":{"observed_at":"2026-08-01T02:29:13.858213Z","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":"2026-08-01T02:29:13.860189Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.860189Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:3a273dcc52966c73b7b1576e53b7268069dbc6dd4501500ff60b9d2a88341c05","observation_id":"9d3c17d0-7f46-4f66-831b-8025661e986a","resolution":{"observed_at":"2026-08-01T02:29:13.860189Z","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":"2026-08-01T02:29:13.862166Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.862166Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:b78c2f9833311a16f92a4776aa2ab24bff2d271591e66e2ce7dfee7a4f91db48","observation_id":"94c46f33-e1c1-49d5-a29c-24b0127d1dfe","resolution":{"observed_at":"2026-08-01T02:29:13.862166Z","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":"2026-08-01T02:29:13.865284Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.865284Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:2886cd06f967baa483d812be5218ff6a2701436577b74a441bed57861b5d352c","observation_id":"2fee5992-3581-411d-930e-ef145906f9c1","resolution":{"observed_at":"2026-08-01T02:29:13.865284Z","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":"2026-08-01T02:29:13.867173Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.867173Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:349b2e24baa7b78a488c4172b02f98e40e4cc3944cd7d6a40008f300be11d659","observation_id":"3eb76ce4-fa89-4232-8083-68cbb52b56f5","resolution":{"observed_at":"2026-08-01T02:29:13.867173Z","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":"2026-08-01T02:29:13.869161Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.869161Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:0e91f9cf82126e2dd6f08abba1b4ad33eae30265548ef9cd5d5483932e309ad6","observation_id":"e2b44b6f-f234-40fa-a8de-4f35ac187e8f","resolution":{"observed_at":"2026-08-01T02:29:13.869161Z","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":"2026-08-01T02:29:13.871525Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.871525Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:82ee75dfd73d5da12dd51357a8376d720b528a397afdff004042a98aa152b9fe","observation_id":"3c2a069f-122e-4727-aa80-b8f8a6143d73","resolution":{"observed_at":"2026-08-01T02:29:13.871525Z","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":"2026-08-01T02:29:13.873707Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.873707Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:ce16abb9297ffdf1e9d8e3dd1c07ed2ac4993718445750f7276e7b0f1884ef94","observation_id":"7d4953cf-4890-4696-b6c8-8b4d8b3951a5","resolution":{"observed_at":"2026-08-01T02:29:13.873707Z","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":"2026-08-01T02:29:13.630249Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":2013,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.630249Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:cab25caa2513ca5aaea60efad4873ac9215b55d5451a4234c22b742bf5f39611","observation_id":"25ef8283-720b-4205-ac6d-e2bc8024d804","resolution":{"observed_at":"2026-08-01T02:29:13.630249Z","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":"2026-08-01T02:29:13.799566Z","title":"InProceedings of the European conference on computer vision (ECCV)","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation","version":1},"reference_index":2018,"source":"pdf_text","source_observed_at":"2026-08-01T02:29:13.799566Z"},"links":{"citing_paper":"/paper/2607.25432"},"observation_digest":"sha256:ffd9a73f14511c05208c54d1f9f366e9a04fc17bb54a880920ab519065f46574","observation_id":"b6eb2c20-2252-4b5e-bab0-7a510537f84a","resolution":{"observed_at":"2026-08-01T02:29:13.799566Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.25432","last_updated":"2026-07-28T08:26:40Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-15T00:27:48.906357Z","submitted_at":"2026-07-28T08:26:40Z","title":"Bi-Level Collaborative Learning for Few-Shot Scribble-Supervised Medical Image Segmentation"},"reference_resolution":{"displayed":45,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":45,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":45},"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 19 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.25432."}