{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:SYMYZYWDOIUTZU5NGQGVJFIGSP","short_pith_number":"pith:SYMYZYWD","canonical_record":{"source":{"id":"2407.12870","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.QM","submitted_at":"2024-07-14T04:41:16Z","cross_cats_sorted":["cs.LG","eess.IV"],"title_canon_sha256":"e771e7ec271821d0210408a926e0c08e5ff0ce6d3b3756162c87c358b329ab57","abstract_canon_sha256":"5977b26e0a916850a4103d9948fec346e61ae1ea75f606e90a0edc5710ae89ec"},"schema_version":"1.0"},"canonical_sha256":"96198ce2c372293cd3ad340d54950693c9407124ddc7a922d3ce206b99b45eec","source":{"kind":"arxiv","id":"2407.12870","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.12870","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"arxiv_version","alias_value":"2407.12870v2","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.12870","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"pith_short_12","alias_value":"SYMYZYWDOIUT","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"pith_short_16","alias_value":"SYMYZYWDOIUTZU5N","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"pith_short_8","alias_value":"SYMYZYWD","created_at":"2026-07-05T08:45:52Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:SYMYZYWDOIUTZU5NGQGVJFIGSP","target":"record","payload":{"canonical_record":{"source":{"id":"2407.12870","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.QM","submitted_at":"2024-07-14T04:41:16Z","cross_cats_sorted":["cs.LG","eess.IV"],"title_canon_sha256":"e771e7ec271821d0210408a926e0c08e5ff0ce6d3b3756162c87c358b329ab57","abstract_canon_sha256":"5977b26e0a916850a4103d9948fec346e61ae1ea75f606e90a0edc5710ae89ec"},"schema_version":"1.0"},"canonical_sha256":"96198ce2c372293cd3ad340d54950693c9407124ddc7a922d3ce206b99b45eec","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:45:52.937511Z","signature_b64":"StXMq8x04wa/oUQ6UcaLjeJxw7t+GV3/zKclDNbPcX6cepSE1Hb4cm5MGxM2PDaNi1pKzq5vegGqAdcYPMMyBg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"96198ce2c372293cd3ad340d54950693c9407124ddc7a922d3ce206b99b45eec","last_reissued_at":"2026-07-05T08:45:52.936977Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:45:52.936977Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2407.12870","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:45:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HpS85EiSN414KjsStTgiXmH8qfJEZf+s99kxvoZL31ufAKEpa0d6nMUy8kx3Yu9BC54avV/ZBRQig+b6WLD/DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T17:00:57.948843Z"},"content_sha256":"b942739e0f6db4125f42730eb077e4b2ffb9e7b28ff29f94999ac96b31bda3ca","schema_version":"1.0","event_id":"sha256:b942739e0f6db4125f42730eb077e4b2ffb9e7b28ff29f94999ac96b31bda3ca"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:SYMYZYWDOIUTZU5NGQGVJFIGSP","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.LG","eess.IV"],"primary_cat":"q-bio.QM","authors_text":"Canran Li, Dongnan Liu, Filip Braet, Hang Chang, Heng Huang, Jianan Fan, Mei Chen, Weidong Cai","submitted_at":"2024-07-14T04:41:16Z","abstract_excerpt":"Cellular nuclei recognition serves as a fundamental and essential step in the workflow of digital pathology. However, with disparate source organs and staining procedures among histology image clusters, the scanned tiles inherently conform to a non-uniform data distribution, which induces deteriorated promises for general cross-cohort usages. Despite the latest efforts leveraging domain adaptation to mitigate distributional discrepancy, those methods are subjected to modeling the morphological characteristics of each cell individually, disregarding the hierarchical latent structure and intrins"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.12870","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2407.12870/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:45:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"YN8Ae4IKmEk0DwlyjCVgfhY4ru0ZFDnMU0UeypqMf4M4ARvhBl0oF9RjPDg8uXWBLtJ4caceYGopGUgmyJP/AA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T17:00:57.949209Z"},"content_sha256":"bb2ea1540fc8043e3803f655b89f2cf2742b7633f3fdabb3d8b1472c613c6e52","schema_version":"1.0","event_id":"sha256:bb2ea1540fc8043e3803f655b89f2cf2742b7633f3fdabb3d8b1472c613c6e52"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/SYMYZYWDOIUTZU5NGQGVJFIGSP/bundle.json","state_url":"https://pith.science/pith/SYMYZYWDOIUTZU5NGQGVJFIGSP/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/SYMYZYWDOIUTZU5NGQGVJFIGSP/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-06T17:00:57Z","links":{"resolver":"https://pith.science/pith/SYMYZYWDOIUTZU5NGQGVJFIGSP","bundle":"https://pith.science/pith/SYMYZYWDOIUTZU5NGQGVJFIGSP/bundle.json","state":"https://pith.science/pith/SYMYZYWDOIUTZU5NGQGVJFIGSP/state.json","well_known_bundle":"https://pith.science/.well-known/pith/SYMYZYWDOIUTZU5NGQGVJFIGSP/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:SYMYZYWDOIUTZU5NGQGVJFIGSP","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"5977b26e0a916850a4103d9948fec346e61ae1ea75f606e90a0edc5710ae89ec","cross_cats_sorted":["cs.LG","eess.IV"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.QM","submitted_at":"2024-07-14T04:41:16Z","title_canon_sha256":"e771e7ec271821d0210408a926e0c08e5ff0ce6d3b3756162c87c358b329ab57"},"schema_version":"1.0","source":{"id":"2407.12870","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.12870","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"arxiv_version","alias_value":"2407.12870v2","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.12870","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"pith_short_12","alias_value":"SYMYZYWDOIUT","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"pith_short_16","alias_value":"SYMYZYWDOIUTZU5N","created_at":"2026-07-05T08:45:52Z"},{"alias_kind":"pith_short_8","alias_value":"SYMYZYWD","created_at":"2026-07-05T08:45:52Z"}],"graph_snapshots":[{"event_id":"sha256:bb2ea1540fc8043e3803f655b89f2cf2742b7633f3fdabb3d8b1472c613c6e52","target":"graph","created_at":"2026-07-05T08:45:52Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2407.12870/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Cellular nuclei recognition serves as a fundamental and essential step in the workflow of digital pathology. However, with disparate source organs and staining procedures among histology image clusters, the scanned tiles inherently conform to a non-uniform data distribution, which induces deteriorated promises for general cross-cohort usages. Despite the latest efforts leveraging domain adaptation to mitigate distributional discrepancy, those methods are subjected to modeling the morphological characteristics of each cell individually, disregarding the hierarchical latent structure and intrins","authors_text":"Canran Li, Dongnan Liu, Filip Braet, Hang Chang, Heng Huang, Jianan Fan, Mei Chen, Weidong Cai","cross_cats":["cs.LG","eess.IV"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.QM","submitted_at":"2024-07-14T04:41:16Z","title":"Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.12870","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:b942739e0f6db4125f42730eb077e4b2ffb9e7b28ff29f94999ac96b31bda3ca","target":"record","created_at":"2026-07-05T08:45:52Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"5977b26e0a916850a4103d9948fec346e61ae1ea75f606e90a0edc5710ae89ec","cross_cats_sorted":["cs.LG","eess.IV"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"q-bio.QM","submitted_at":"2024-07-14T04:41:16Z","title_canon_sha256":"e771e7ec271821d0210408a926e0c08e5ff0ce6d3b3756162c87c358b329ab57"},"schema_version":"1.0","source":{"id":"2407.12870","kind":"arxiv","version":2}},"canonical_sha256":"96198ce2c372293cd3ad340d54950693c9407124ddc7a922d3ce206b99b45eec","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"96198ce2c372293cd3ad340d54950693c9407124ddc7a922d3ce206b99b45eec","first_computed_at":"2026-07-05T08:45:52.936977Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:45:52.936977Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"StXMq8x04wa/oUQ6UcaLjeJxw7t+GV3/zKclDNbPcX6cepSE1Hb4cm5MGxM2PDaNi1pKzq5vegGqAdcYPMMyBg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:45:52.937511Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.12870","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b942739e0f6db4125f42730eb077e4b2ffb9e7b28ff29f94999ac96b31bda3ca","sha256:bb2ea1540fc8043e3803f655b89f2cf2742b7633f3fdabb3d8b1472c613c6e52"],"state_sha256":"3afe54861195d48213e9c0dc5bfac3f2743dabcf453fb7e99a092067381a4cf7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ardTjzF050wLK8mvDuQf495nw81s4hXaxagGgtka13gZH5PpkR0lqblV0o4loMCyWCI2B0mHfdcvW5XKtG5iCA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T17:00:57.951140Z","bundle_sha256":"43e99dd5515a5db7c21a834486359b5ccc41375105dd0afe46fd63462436411d"}}