{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:7CAJN3N6GHAQX4MIXXVWQJG2DY","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":"5f9a6625f89a3a08d6e879efb36397d6b760274f1163519d0d5794999cdf6a91","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-01T00:32:04Z","title_canon_sha256":"48096eb00af2c05b72beebfd6bedd49ec4cd75f1d1207b5effc5f168d3074d76"},"schema_version":"1.0","source":{"id":"2607.00289","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.00289","created_at":"2026-07-02T00:18:43Z"},{"alias_kind":"arxiv_version","alias_value":"2607.00289v1","created_at":"2026-07-02T00:18:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.00289","created_at":"2026-07-02T00:18:43Z"},{"alias_kind":"pith_short_12","alias_value":"7CAJN3N6GHAQ","created_at":"2026-07-02T00:18:43Z"},{"alias_kind":"pith_short_16","alias_value":"7CAJN3N6GHAQX4MI","created_at":"2026-07-02T00:18:43Z"},{"alias_kind":"pith_short_8","alias_value":"7CAJN3N6","created_at":"2026-07-02T00:18:43Z"}],"graph_snapshots":[{"event_id":"sha256:7be1ed8a9fcc8e27f9d273020bfb9c6e0a02978b60af5f705ead6b08dd70347f","target":"graph","created_at":"2026-07-02T00:18:43Z","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/2607.00289/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Temporal Action Localization (TAL) typically relies on segment annotations or offline access to full videos, limiting scalability and online use. We introduce Point-Supervised Online TAL (POTAL), which localizes actions in streaming videos using only one temporal point per instance. To solve POTAL, we propose OnPoint, an offline-to-online multi-level distillation framework that transfers knowledge from a point-supervised offline teacher to an online student via (i) pseudo-segment instance distillation, (ii) class-activation sequence distillation, and (iii) anticipatory window-level distillatio","authors_text":"Andrea Fanelli, Gauri Jagatap, Mohsen Moghaddam, Octavia Camps, Sakib Reza","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-01T00:32:04Z","title":"OnPoint: Offline-to-Online Multi-Level Distillation for Point-Supervised Online Temporal Action Localization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.00289","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":"sha256:8888df229667c1b98406b37e5aca5f5cb3e6f857864f04ff58db25dd618c2691","target":"record","created_at":"2026-07-02T00:18:43Z","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":"5f9a6625f89a3a08d6e879efb36397d6b760274f1163519d0d5794999cdf6a91","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-01T00:32:04Z","title_canon_sha256":"48096eb00af2c05b72beebfd6bedd49ec4cd75f1d1207b5effc5f168d3074d76"},"schema_version":"1.0","source":{"id":"2607.00289","kind":"arxiv","version":1}},"canonical_sha256":"f88096edbe31c10bf188bdeb6824da1e3d6cfe2ebdc712da3c4211d2dc5fad3d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f88096edbe31c10bf188bdeb6824da1e3d6cfe2ebdc712da3c4211d2dc5fad3d","first_computed_at":"2026-07-02T00:18:43.102272Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-02T00:18:43.102272Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"XljOEHNgTQVlmFxNeV8Ao/BUPpNaEULhLL+C6vTlajRNlaFQTT7o86pYC0cPwjSQvWGNRrVG26/jDtkMmES9DQ==","signature_status":"signed_v1","signed_at":"2026-07-02T00:18:43.102769Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.00289","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8888df229667c1b98406b37e5aca5f5cb3e6f857864f04ff58db25dd618c2691","sha256:7be1ed8a9fcc8e27f9d273020bfb9c6e0a02978b60af5f705ead6b08dd70347f"],"state_sha256":"29d3a728e6402a61093fb8ff8f3f66066f4fd36ad00efe94c9db0d8524a4de7a"}