{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:ITY2TLJY26T5UHURPHMMTULRYA","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":"5d49251e657e30f70a5b7e021b020ccf9cff2171a690309b56d9ac1de73387f7","cross_cats_sorted":["cs.CV","cs.IR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2023-10-10T09:53:59Z","title_canon_sha256":"1d8caa40409966fcb0b89a79a138ca2f890bf602cda02c0562ad88accc27b0eb"},"schema_version":"1.0","source":{"id":"2310.06486","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.06486","created_at":"2026-07-05T06:59:12Z"},{"alias_kind":"arxiv_version","alias_value":"2310.06486v1","created_at":"2026-07-05T06:59:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.06486","created_at":"2026-07-05T06:59:12Z"},{"alias_kind":"pith_short_12","alias_value":"ITY2TLJY26T5","created_at":"2026-07-05T06:59:12Z"},{"alias_kind":"pith_short_16","alias_value":"ITY2TLJY26T5UHUR","created_at":"2026-07-05T06:59:12Z"},{"alias_kind":"pith_short_8","alias_value":"ITY2TLJY","created_at":"2026-07-05T06:59:12Z"}],"graph_snapshots":[{"event_id":"sha256:9713a81f8aaea8fcf96f142206e3574b236ae8a5cdc75faf908a23d168cbd4ce","target":"graph","created_at":"2026-07-05T06:59:12Z","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/2310.06486/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper presents an innovative approach to enhancing explainable image retrieval, particularly in situations where a fine-tuning set is unavailable. The widely-used SPatial verification (SP) method, despite its efficacy, relies on a spatial model and the hypothesis-testing strategy for instance recognition, leading to inherent limitations, including the assumption of planar structures and neglect of topological relations among features. To address these shortcomings, we introduce a pioneering technique that replaces the spatial model with a topological one within the RANSAC process. We prop","authors_text":"Guoyuan An, Inkyu An, Juhyung Seon, Sung-Eui Yoon, Yuchi Huo","cross_cats":["cs.CV","cs.IR"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2023-10-10T09:53:59Z","title":"Topological RANSAC for instance verification and retrieval without fine-tuning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.06486","kind":"arxiv","version":1},"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":"sha256:87bbae49514d8de986bd27125a3d1693aed15a34d6d853878542812d2fe6b7da","target":"record","created_at":"2026-07-05T06:59:12Z","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":"5d49251e657e30f70a5b7e021b020ccf9cff2171a690309b56d9ac1de73387f7","cross_cats_sorted":["cs.CV","cs.IR"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2023-10-10T09:53:59Z","title_canon_sha256":"1d8caa40409966fcb0b89a79a138ca2f890bf602cda02c0562ad88accc27b0eb"},"schema_version":"1.0","source":{"id":"2310.06486","kind":"arxiv","version":1}},"canonical_sha256":"44f1a9ad38d7a7da1e9179d8c9d171c0389698b7db3b1819729dd6fe36ae82ff","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"44f1a9ad38d7a7da1e9179d8c9d171c0389698b7db3b1819729dd6fe36ae82ff","first_computed_at":"2026-07-05T06:59:12.288715Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:59:12.288715Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"BcWrrzPQx3pQ5m4KnI3y9dc3yhnL3hnJEzeEOWlkLLcepLUf3ZHawBJ5sU57ov9YoreoMS7GDAuGyEVe5C7eCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T06:59:12.289063Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.06486","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:87bbae49514d8de986bd27125a3d1693aed15a34d6d853878542812d2fe6b7da","sha256:9713a81f8aaea8fcf96f142206e3574b236ae8a5cdc75faf908a23d168cbd4ce"],"state_sha256":"310288abf6e369bf532458856db26ef57184f879941e1aa00ceb12e5454f132a"}