{"as_of":"2026-08-09T17:29:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:412eda79f1893f6db22bb1d870afe4ce03bba4f877242e69f14e317c6b4a279f","coverage":[{"denominator":65,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":65,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T02:58:54.137686Z","state":"measured"},{"denominator":65,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":65,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2607.25276/citation-record","integrity":"/paper/2607.25276/integrity","json":"/paper/2607.25276/citation-record.json","paper":"/paper/2607.25276"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T02:58:53.971891Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.971891Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:c7139daabf49129fbdea555c76d3b51715230a759c397c07a4a04470d8dd13e3","observation_id":"58666adf-9905-4976-9159-09325304ee63","resolution":{"observed_at":"2026-08-01T02:58:53.971891Z","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":"2026-08-01T02:58:53.975571Z","title":"Ash, Chicheng Zhang, Akshay Krishnamurthy, John Langford, and Alekh Agarwal","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.975571Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:f8451d46e5d9dbb3295c45a25d3283c4bac60ff1773dec395dd11e4e49e9689c","observation_id":"55d47936-d56c-43ce-bebd-1f0d5cae6b66","resolution":{"observed_at":"2026-08-01T02:58:53.975571Z","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":"2026-08-01T02:58:53.978635Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.978635Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:ffad3c2552f0a6c4b821b5f2e5f483666d2300e7a2bead10fa38fd9767a52957","observation_id":"26c9d064-d9d1-4009-a978-c2e364caeffb","resolution":{"observed_at":"2026-08-01T02:58:53.978635Z","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":"2026-08-01T02:58:53.981422Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.981422Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:d590731eeacd11840efce2d5d3eed518e83ee176430403e7026b6739b71a5796","observation_id":"530555a0-fee2-48eb-ac79-f605c6821c42","resolution":{"observed_at":"2026-08-01T02:58:53.981422Z","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":"2026-08-01T02:58:53.984737Z","title":null,"venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.984737Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:d4792416a627f8f572d2f17aca0cc85f64959669742d9a50fa21c40b33417cf8","observation_id":"d72b48e9-dfbe-49b6-9da2-8d5390465bd9","resolution":{"observed_at":"2026-08-01T02:58:53.984737Z","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":"2026-08-01T02:58:53.987530Z","title":null,"venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.987530Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:c91587363e777793d4069a3faecf3fdb282f47a9885438dcbe6742022441040e","observation_id":"a0c1df78-9e2e-4191-9596-b27d8046e93e","resolution":{"observed_at":"2026-08-01T02:58:53.987530Z","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":"2026-08-01T02:58:53.990165Z","title":null,"venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.990165Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:7b62e67d0cf70bce0ec1ea812ba66e44160434a994f24dd715a947e4a3e39e90","observation_id":"20172d9b-90e1-4ff3-b0d2-f1d6ae5014c9","resolution":{"observed_at":"2026-08-01T02:58:53.990165Z","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":"2026-08-01T02:58:53.992571Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.992571Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:e068efb472eaf439b6e7d3e18a64b1c89b7ebfa4475275ab5f8f14123415ae52","observation_id":"a3ab6123-099e-438a-a788-030387ca7508","resolution":{"observed_at":"2026-08-01T02:58:53.992571Z","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":"2026-08-01T02:58:53.995043Z","title":"Berg, Robert Nowak, Roshan Sumbaly, Matei Zaharia, and I","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.995043Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:d3501c0cecd377aec0c987371565e4a835ec1bfc276a25c60aaf9c8f92803578","observation_id":"21a5dbac-cf5d-4ed9-a413-3843bf209914","resolution":{"observed_at":"2026-08-01T02:58:53.995043Z","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":"2026-08-01T02:58:53.997337Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.997337Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:473f20f280e3e50b7ab36683a02424dc04f89b81bd970f34df405d159a02fd78","observation_id":"0e731043-7346-4b8c-a879-937a456fef56","resolution":{"observed_at":"2026-08-01T02:58:53.997337Z","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":"2026-08-01T02:58:53.999855Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:53.999855Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:d3dbe38bc8ef9badc205d7f0e99442bafdf3444f9dee27e9c5bd66c77f94f084","observation_id":"e4fa6379-be91-4e34-83b5-253fd517f7e3","resolution":{"observed_at":"2026-08-01T02:58:53.999855Z","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":"2026-08-01T02:58:54.002164Z","title":null,"venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.002164Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:f9dfe59b72ad6557f1c3e86983631e2a87e8ae198b7881a17a2895eeba5ad500","observation_id":"8434b558-a716-4186-a949-5b7c1cb02e06","resolution":{"observed_at":"2026-08-01T02:58:54.002164Z","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":"2026-08-01T02:58:54.004701Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.004701Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:487db76a2cea67f99a4a39d683967302eafffefea8f0d9430f4eae69493f040a","observation_id":"1f84ed65-0735-44ad-9ec4-4dd7fe423af5","resolution":{"observed_at":"2026-08-01T02:58:54.004701Z","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":"2026-08-01T02:58:54.006950Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.006950Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:d58c0367e76cc7dde554939dcc152a830f79aeaaee68801847afcb3015925115","observation_id":"8db842ef-8754-4619-aedb-6f1bd83291f0","resolution":{"observed_at":"2026-08-01T02:58:54.006950Z","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":"2026-08-01T02:58:54.009454Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.009454Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:7629e1df822f6df943f8eaa7079d7da5c37dd8119682e4a962daa59cfd5af0e6","observation_id":"dac6e1f0-354e-411c-94cc-c5d7e17a7249","resolution":{"observed_at":"2026-08-01T02:58:54.009454Z","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":"2026-08-01T02:58:54.011812Z","title":"Sebastian Seung, Eli Shamir, and Naftali Tishby","venue":null,"work_id":null,"year":1992},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.011812Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:85176cef7de1d688ba62e595eeab1410420fea5419ee8a54cb4df2555cdccc71","observation_id":"b7381985-a211-49ba-9f45-ba10d352e725","resolution":{"observed_at":"2026-08-01T02:58:54.011812Z","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":"2026-08-01T02:58:54.014637Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.014637Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:6d79d18e6b3ef4895ed18a59bac11f359fbea610b02ca1774c5e72664f0418a9","observation_id":"129dde73-bd44-4aec-92b9-a2e59ff0fd97","resolution":{"observed_at":"2026-08-01T02:58:54.014637Z","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":"2026-08-01T02:58:54.016991Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.016991Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:c915fb8adb002307d90a8c4a34277daba2766105ea93873e96d99716fa36ddd6","observation_id":"4ca30efd-e1b3-4539-a46b-2116efcb6015","resolution":{"observed_at":"2026-08-01T02:58:54.016991Z","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":"2026-08-01T02:58:54.019439Z","title":null,"venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.019439Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:3f867993124b3005db033934562c20339240a075473b74dcf4d9dc6a5728cb76","observation_id":"cdabbc60-76c4-49c3-a045-6b153082ce19","resolution":{"observed_at":"2026-08-01T02:58:54.019439Z","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":"2026-08-01T02:58:54.021679Z","title":"Nirschl, and Serena Yeung-Levy","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.021679Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:48a2f0bf79120018b1e3f7215bb94338f0996112619ad3d9e55cc43a91b9c7ce","observation_id":"d4ac2529-59ef-467b-a812-f9705e0a08b0","resolution":{"observed_at":"2026-08-01T02:58:54.021679Z","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":"2026-08-01T02:58:54.027541Z","title":null,"venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.027541Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:2cd48ba05c6eb55f2566034508c361fe16d6a1926cf90127629fcee670b577bb","observation_id":"dc746f8f-79b6-4e8a-a493-af8f2351c84b","resolution":{"observed_at":"2026-08-01T02:58:54.027541Z","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":"2026-08-01T02:58:54.029882Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.029882Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:0d580a3770badb04f6bc13b30b62ced3cb62264f340dc3a6dd92ab66438edd02","observation_id":"4d5fd091-b2cd-4860-8f97-396c5cba4c2f","resolution":{"observed_at":"2026-08-01T02:58:54.029882Z","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":"2026-08-01T02:58:54.032221Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.032221Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:760c6ab0a5c140be347a8dffbe31cb68a192c17802e1d730b6a687b52567d7f5","observation_id":"fb2f7284-e26e-415d-b5c1-98a97b9e988d","resolution":{"observed_at":"2026-08-01T02:58:54.032221Z","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":"2026-08-01T02:58:54.034703Z","title":"Kingma and Jimmy Ba","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.034703Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:fec5fed87e47c06951752e15e5e5c964c6d022091b09d3e20b5939484bf09a8c","observation_id":"3d4db1ba-8859-4e3d-afd3-fa4b2c002a12","resolution":{"observed_at":"2026-08-01T02:58:54.034703Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1802.07856","last_updated":"2018-02-22T00:26:46Z","snapshot_observed_at":"2026-08-07T04:58:32.725069Z","submitted_at":"2018-02-22T00:26:46Z","title":"xView: Objects in Context in Overhead Imagery","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1802.07856","snapshot_observed_at":"2026-08-01T02:58:54.037081Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.037081Z"},"links":{"cited_paper":"/paper/1802.07856","citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:31b94af6cb158ca7a355144329c3e68d6970b34d8d11f6f3b9d5983b69e04274","observation_id":"2a089a03-a1c3-440f-9ad3-7e42e877230c","resolution":{"observed_at":"2026-08-01T02:58:54.037081Z","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":"2026-08-01T02:58:54.039705Z","title":"Meyer, and Iryna Gurevych","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.039705Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:06cf514d1ba6b67e4178db8854eb4e12df91c5964f77442d37bdc1b267fa4471","observation_id":"2376b6db-07a9-4a8b-9e27-0f0ec3a1514c","resolution":{"observed_at":"2026-08-01T02:58:54.039705Z","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":"2026-08-01T02:58:54.042230Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.042230Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:be6237a83cf99c3029041f3d86bc440c438bc966f276ccda17f24dbaa71a2eb4","observation_id":"ebce0b7b-2cb3-4b2b-a6ed-7b5488734816","resolution":{"observed_at":"2026-08-01T02:58:54.042230Z","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":"2026-08-01T02:58:54.044966Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.044966Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:9c94c3b156109858b66a56da2b3dc2d0de0ad49577f475176062be0b1f2b41d7","observation_id":"109135fa-6ff3-40eb-81a9-9458a0708784","resolution":{"observed_at":"2026-08-01T02:58:54.044966Z","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":"2026-08-01T02:58:54.047586Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.047586Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:e61e4218a5245e042fefa8db0914fc0e44949873046b7be253df09d40a4d80a1","observation_id":"73ae1894-8280-43e8-bfb8-ef362a4e3b9e","resolution":{"observed_at":"2026-08-01T02:58:54.047586Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.11589","last_updated":"2023-10-17T21:11:21Z","snapshot_observed_at":"2026-07-06T16:34:42.650324Z","submitted_at":"2023-10-17T21:11:21Z","title":"Eliciting Human Preferences with Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.11589","snapshot_observed_at":"2026-08-01T02:58:54.050253Z","title":"Li, Alex Tamkin, Noah Goodman, and Jacob Andreas","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.050253Z"},"links":{"cited_paper":"/paper/2310.11589","citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:64e69345a89b0215eb0d894ba6ad558ef96fb237a86291ee147397d024253aff","observation_id":"d176bb43-7061-4938-9707-e86375b7c8ee","resolution":{"observed_at":"2026-08-01T02:58:54.050253Z","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":"2026-08-01T02:58:54.053155Z","title":"Schapire","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.053155Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:139d916c61653b34836ca7150210ce2b6acd7d916e285bd9283213ee6adf7e1e","observation_id":"19e92711-e4d3-4bdb-bb42-df64861d3ac3","resolution":{"observed_at":"2026-08-01T02:58:54.053155Z","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":"2026-08-01T02:58:54.055755Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.055755Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:9479e258fda12ba062cb6a51c463e62e8f17b5102504ff880f83091fc06bdfe4","observation_id":"abe6f3d0-ce51-48db-b6c9-222421fe4471","resolution":{"observed_at":"2026-08-01T02:58:54.055755Z","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":"2026-08-01T02:58:54.058173Z","title":"Xu, Ouyu Lan, and Xiang Ren","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.058173Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:eaaded5b6abcbb3701535f457f6fee9fe08d0a3adb7df6c29c82ceeb2a37edc8","observation_id":"981ecc10-033e-49b8-953d-7631249fc14d","resolution":{"observed_at":"2026-08-01T02:58:54.058173Z","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":"2026-08-01T02:58:54.060808Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.060808Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:1b14fa20390822038f566037d84da8422297c4ae96208b49425efd6bc237290b","observation_id":"c6a29a1b-1b40-401d-8e39-7de6d46a18af","resolution":{"observed_at":"2026-08-01T02:58:54.060808Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1306.5151","last_updated":"2013-06-21T14:31:57Z","snapshot_observed_at":"2026-07-06T03:16:28.287173Z","submitted_at":"2013-06-21T14:31:57Z","title":"Fine-Grained Visual Classification of Aircraft","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1306.5151","snapshot_observed_at":"2026-08-01T02:58:54.063483Z","title":"2013.Fine-Grained Visual Classification of Aircraft","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.063483Z"},"links":{"cited_paper":"/paper/1306.5151","citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:53c44c628299f37fe75d8a19b056444d89c300f2718c9e7ea66c140b72968d7c","observation_id":"ba31ac4a-ca05-4dd3-83cb-4defe20bfb3c","resolution":{"observed_at":"2026-08-01T02:58:54.063483Z","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":"2026-08-01T02:58:54.066696Z","title":"Palmer, Craig Packer, and Jeff Clune","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.066696Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:37e3df5e5205935256223ea1d50f043a9f9122abb0f04a7c955fe4a7669d5381","observation_id":"50a0f3a5-58d9-477b-b01a-1585b1277b1e","resolution":{"observed_at":"2026-08-01T02:58:54.066696Z","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":"2026-08-01T02:58:54.069285Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.069285Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:e12cc71a9d7fcc6bd6bf217a6e345485c58e27f6373567d84b2dd70468cddc5f","observation_id":"74e0a1fb-ee3e-4bfc-84c9-d48b6f915cfe","resolution":{"observed_at":"2026-08-01T02:58:54.069285Z","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":"2026-08-01T02:58:54.072026Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.072026Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:f111c65b07f1d24659e84353d8f1964b252869ada4feec6b0b9d29118f3013e2","observation_id":"32ff8389-722f-40d2-af51-b01f3e867209","resolution":{"observed_at":"2026-08-01T02:58:54.072026Z","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":"2026-08-01T02:58:54.075018Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.075018Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:a31bd21d80cd724e995f94e7fb1ccbdb9ea9de41cf6a380d19e392d77b531126","observation_id":"8aa0be40-ec58-4606-ade5-2fe34ddaf744","resolution":{"observed_at":"2026-08-01T02:58:54.075018Z","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":"2026-08-01T02:58:54.077585Z","title":"Rousseeuw","venue":null,"work_id":null,"year":1987},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.077585Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:06e1a1a64e406cef2a31a0dcea53ebfdd9bd6757c9677bedb8eca70a7b5ad165","observation_id":"41f78936-53c6-4782-a3b2-f37c2a859fa1","resolution":{"observed_at":"2026-08-01T02:58:54.077585Z","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":"2026-08-01T02:58:54.080213Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.080213Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:20af7f7afde89171f5d0ec0772c81cdc7a689f7289985a312e2f650ab3c71405","observation_id":"4373c926-9db4-40d3-a695-f6e2b95455c5","resolution":{"observed_at":"2026-08-01T02:58:54.080213Z","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":"2026-08-01T02:58:54.083141Z","title":"2012.Active Learning","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.083141Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:03d5ff5b56e1d049772eee6586e37e5245735af4505db613bb9901bdf4672d4c","observation_id":"015c61dd-e04d-4025-ab81-62cb6e43da9c","resolution":{"observed_at":"2026-08-01T02:58:54.083141Z","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":"2026-08-01T02:58:54.086019Z","title":"Sebastian Seung, Manfred Opper, and Haim Sompolinsky","venue":null,"work_id":null,"year":1992},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.086019Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:526a08a0953d14eda2e48a0a136000698f6a617811c0163c13e613488b16e2f0","observation_id":"0d0917ce-5d7d-45f0-ade6-9ad9936d6a20","resolution":{"observed_at":"2026-08-01T02:58:54.086019Z","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":"2026-08-01T02:58:54.088724Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.088724Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:9b2514df49fab40d78ce1d6b722594f80c1f4a6e1c3fee2eb8f90aca88db5093","observation_id":"a0a6ba57-b3e7-4e62-8a82-a8424367f4e4","resolution":{"observed_at":"2026-08-01T02:58:54.088724Z","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":"2026-08-01T02:58:54.091096Z","title":"Chi, and Minmin Chen","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.091096Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:a1ac32ec5bcdf725d7d7e566de742ec34101cbb15a8f4361796c51107104f111","observation_id":"6265580f-29e5-49f5-a333-06c340fe28d9","resolution":{"observed_at":"2026-08-01T02:58:54.091096Z","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":"2026-08-01T02:58:54.096122Z","title":"Chi, Cristos Goodrow, Su-Lin Wu, Lexi Baugher, and Minmin Chen","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.096122Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:32f8518c4477f961e3f0de742ac3c96e1202ef6ec04320bf798430b0ab14f14c","observation_id":"8a0b3a8e-9b7f-4ce5-a3d2-d0f7785d063a","resolution":{"observed_at":"2026-08-01T02:58:54.096122Z","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":"2026-08-01T02:58:54.093525Z","title":"InProceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.093525Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:17ccda0890547bd7f1bc8843d8743836af121434c9d5ffbd7f7ec80dcc50f5a1","observation_id":"c5a1f51a-5020-48aa-9622-a44864079d67","resolution":{"observed_at":"2026-08-01T02:58:54.093525Z","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":"2026-08-01T02:58:54.101255Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.101255Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:48edaaf7eb724b3e8c367675f6eca988556ee7932265b6985b5d77ece7dcaada","observation_id":"65223bde-b49e-4e76-bea7-5741c7b0bb69","resolution":{"observed_at":"2026-08-01T02:58:54.101255Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.13446","last_updated":"2024-12-02T20:55:15Z","snapshot_observed_at":"2026-08-09T02:48:32.516752Z","submitted_at":"2024-02-21T00:44:04Z","title":"Large Language Models for Data Annotation and Synthesis: A Survey","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.13446","snapshot_observed_at":"2026-08-01T02:58:54.098643Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.098643Z"},"links":{"cited_paper":"/paper/2402.13446","citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:686cd66dcea66844226792e02ad6d4fba52e9c7e771e17d92421c295c00d36f3","observation_id":"9bf83782-2c4a-4d09-9b2b-0eb5e0646247","resolution":{"observed_at":"2026-08-01T02:58:54.098643Z","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":"2026-08-01T02:58:54.105842Z","title":null,"venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.105842Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:5e6f6c02ff7c8dd258146c57b6e90ef7f0fb4e1dfef1d4cec6631f5fcce4dbd7","observation_id":"6b28e95b-3cf5-4fb8-b5a1-acd9520fb649","resolution":{"observed_at":"2026-08-01T02:58:54.105842Z","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":"2026-08-01T02:58:54.103614Z","title":"Kanevski, and Jordi Muñoz- Marí","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.103614Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:538e5625f45b06113685053ce4389ed01cc08e54a3179491235d6e6e13d03cd3","observation_id":"eebb449b-753b-4541-9e00-7dde308d3705","resolution":{"observed_at":"2026-08-01T02:58:54.103614Z","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":"2026-08-01T02:58:54.113093Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.113093Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:32557b95597d9cb5e263eae55b6386b2282da41dda238e24be6a4deae372604f","observation_id":"79ce647c-91cb-4437-9248-a024608bfdad","resolution":{"observed_at":"2026-08-01T02:58:54.113093Z","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":"2026-08-01T02:58:54.108475Z","title":"2011.The Caltech-UCSD Birds-200-2011 Dataset","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.108475Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:bf1c34062030a1466c1ea7a9684d6e1578990b1695aa77e6e3e9ed53cfbc14dd","observation_id":"72b45bc7-26c4-41de-a4f4-cd470cf5681e","resolution":{"observed_at":"2026-08-01T02:58:54.108475Z","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":"2026-08-01T02:58:54.110736Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.110736Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:48cbc53ad3fa95c9d9a8d7800b7a8a4db345a268aec1fcd1136c96d35073e30a","observation_id":"8886c374-abd9-4576-9d00-b057b39c0ee1","resolution":{"observed_at":"2026-08-01T02:58:54.110736Z","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":"2026-08-01T02:58:54.122971Z","title":null,"venue":null,"work_id":null,"year":1945},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.122971Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:aae88aae15014e06b97998b348cc8f488407b3ecaf99531fed02245e7aa2b1c5","observation_id":"15cd8cc4-9de0-4144-9226-537b9319c382","resolution":{"observed_at":"2026-08-01T02:58:54.122971Z","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":"2026-08-01T02:58:54.115633Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.115633Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:3e32125ef3f5cf8fd77276c278f6df61b00a950a9d547fc8a57ffff0ffb6de4f","observation_id":"8c348474-12b4-47eb-a2dc-98adb9727e37","resolution":{"observed_at":"2026-08-01T02:58:54.115633Z","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":"2026-08-01T02:58:54.118065Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.118065Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:56a961cae8deff87d3f39fda965d493766d37628e6e44bc7f7da12266b1a2e52","observation_id":"35f003c7-49dd-4a74-83f3-14d188eedb5f","resolution":{"observed_at":"2026-08-01T02:58:54.118065Z","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":"2026-08-01T02:58:54.130287Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.130287Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:94ce3da5e80a3b1f856f20febc8643c5a63dd95c3b096c448654433363b0bcd1","observation_id":"182cccf5-05ae-4326-b258-cd71ecaad60c","resolution":{"observed_at":"2026-08-01T02:58:54.130287Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2603.24480","last_updated":"2026-04-08T10:30:23Z","snapshot_observed_at":"2026-07-06T22:50:32.832499Z","submitted_at":"2026-03-25T16:22:26Z","title":"Positive-First Most Ambiguous: A Simple Active Learning Criterion for Interactive Retrieval of Rare Categories","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2603.24480","snapshot_observed_at":"2026-08-01T02:58:54.132523Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.132523Z"},"links":{"cited_paper":"/paper/2603.24480","citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:b3f6b90fd08665edd76b3fe47919387a572fe17a7413c37957d2a0d6a1c7e297","observation_id":"1e78e0aa-e49f-44a0-958a-f4375d572301","resolution":{"observed_at":"2026-08-01T02:58:54.132523Z","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":"2026-08-01T02:58:54.125269Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.125269Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:ab1b3d3e7537c3f1bb58f6337ef02a05529b94c57bfe77f54ae4e2873214fbc5","observation_id":"89099989-c8d3-4f50-bf09-3fc69df835d1","resolution":{"observed_at":"2026-08-01T02:58:54.125269Z","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":"2026-08-01T02:58:54.127889Z","title":null,"venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.127889Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:cf728156643bf7ec8a07b6c5d81501443ac7098cf95318d31f3c4662458a664b","observation_id":"49030610-1b63-40e5-a2be-0000d9bde1ea","resolution":{"observed_at":"2026-08-01T02:58:54.127889Z","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":"2026-08-01T02:58:54.135323Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.135323Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:9de640dc60467475e495e4391b06200bd83eb9d560aa10e450459208778e0250","observation_id":"999f1141-9d93-4ce1-ac29-c10113c93d50","resolution":{"observed_at":"2026-08-01T02:58:54.135323Z","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":"2026-08-01T02:58:54.137686Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.137686Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:b2f760a5e86cb6b13d1ef018cf436f4a06feb8de0fb70ce2edec70a9d546e4bf","observation_id":"11143101-ef88-4419-9c72-221bd7a42d79","resolution":{"observed_at":"2026-08-01T02:58:54.137686Z","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":"2026-08-01T02:58:54.120534Z","title":"InProceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (DLP-KDD Workshop)","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.120534Z"},"links":{"citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:9c935b03682e9349189f3d2689088e8ce4ad45fbd01cff665c30b3b76d8edcc5","observation_id":"948ab78e-25bf-4598-b06b-f02f96ac0e48","resolution":{"observed_at":"2026-08-01T02:58:54.120534Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.14555","last_updated":"2024-06-25T02:43:06Z","snapshot_observed_at":"2026-07-06T17:20:41.214061Z","submitted_at":"2024-01-25T22:50:39Z","title":"Revisiting Active Learning in the Era of Vision Foundation Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.14555","snapshot_observed_at":"2026-08-01T02:58:54.024782Z","title":"14 FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-01T02:58:54.024782Z"},"links":{"cited_paper":"/paper/2401.14555","citing_paper":"/paper/2607.25276"},"observation_digest":"sha256:4ee86e5093c54752d4e21eab77d1b1aa2cce1a6c6a28d22cfecd3fd887e53a7d","observation_id":"cc700562-28fb-464e-90f9-4d87653bbddd","resolution":{"observed_at":"2026-08-01T02:58:54.024782Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.25276","last_updated":"2026-07-28T04:26:26Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-09T03:40:23.943938Z","submitted_at":"2026-07-28T04:26:26Z","title":"FunnelAL: Retrieve-then-Rank Active Learning for Single-Class Discovery"},"reference_resolution":{"displayed":65,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":65,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":65},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2607.25276."}