{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:46SDJL26F34U6GCA2SCOQNVCUN","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":"772e862d0b7fa8b6005b3e6349c6553e081a800dc737dadfbc08f067ede934f5","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"stat.ML","submitted_at":"2024-10-17T21:52:01Z","title_canon_sha256":"47597f20a5f7ef4b9d0c3a0df8bb43531f9bb7a0156d4d87b7b85a0c483d6c8a"},"schema_version":"1.0","source":{"id":"2410.14055","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.14055","created_at":"2026-07-05T10:17:35Z"},{"alias_kind":"arxiv_version","alias_value":"2410.14055v3","created_at":"2026-07-05T10:17:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.14055","created_at":"2026-07-05T10:17:35Z"},{"alias_kind":"pith_short_12","alias_value":"46SDJL26F34U","created_at":"2026-07-05T10:17:35Z"},{"alias_kind":"pith_short_16","alias_value":"46SDJL26F34U6GCA","created_at":"2026-07-05T10:17:35Z"},{"alias_kind":"pith_short_8","alias_value":"46SDJL26","created_at":"2026-07-05T10:17:35Z"}],"graph_snapshots":[{"event_id":"sha256:ced1b5b97d71e7eacdb9919dfbca982851f313b422edb7c063a98520df1d586b","target":"graph","created_at":"2026-07-05T10:17:35Z","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/2410.14055/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advancements in diffusion bridges for distribution transport problems have heavily relied on matching frameworks, yet existing methods often face a trade-off between scalability and access to optimal pairings during training. Fully unsupervised methods make minimal assumptions but incur high computational costs, limiting their practicality. On the other hand, imposing full supervision of the matching process with optimal pairings improves scalability, however, it can be infeasible in many applications. To strike a balance between scalability and minimal supervision, we introduce Feedbac","authors_text":"Evangelos A. Theodorou, Guan-Horng Liu, Nikolaos Komianos, Panagiotis Theodoropoulos, Vincent Pacelli","cross_cats":["cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"stat.ML","submitted_at":"2024-10-17T21:52:01Z","title":"Feedback Schr\\\"odinger Bridge Matching"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.14055","kind":"arxiv","version":3},"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:d3443ae24cd7d33a177d8fa0c220f827292b2994601ee83c267335e035a61917","target":"record","created_at":"2026-07-05T10:17:35Z","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":"772e862d0b7fa8b6005b3e6349c6553e081a800dc737dadfbc08f067ede934f5","cross_cats_sorted":["cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"stat.ML","submitted_at":"2024-10-17T21:52:01Z","title_canon_sha256":"47597f20a5f7ef4b9d0c3a0df8bb43531f9bb7a0156d4d87b7b85a0c483d6c8a"},"schema_version":"1.0","source":{"id":"2410.14055","kind":"arxiv","version":3}},"canonical_sha256":"e7a434af5e2ef94f1840d484e836a2a36fdba8e0324ec7bb423020dc27ea7f4c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e7a434af5e2ef94f1840d484e836a2a36fdba8e0324ec7bb423020dc27ea7f4c","first_computed_at":"2026-07-05T10:17:35.268560Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:17:35.268560Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jqu8F8zYfSQuTeFnujdWl3Re4DexX2+B9WjcQMSnaVcrS3SLfjxYZrJQ085sgd7jiMnzc0V9IoyrA9SzEYuXBA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:17:35.269011Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.14055","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d3443ae24cd7d33a177d8fa0c220f827292b2994601ee83c267335e035a61917","sha256:ced1b5b97d71e7eacdb9919dfbca982851f313b422edb7c063a98520df1d586b"],"state_sha256":"e35b8dbe7d2455908de787b664c831483e83c4e84420fe3e0756edeb23fbecdb"}