{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:PU3FGN7OATU56LNFDSKR7IGYPH","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":"424e34f58d02b3ec45814cacb44d774006b40c942e26479d5b1785e1c1bf148e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-06-15T09:36:28Z","title_canon_sha256":"8a2b93e7c7c0b17c9c089e84a440a162af5531565ecb03f642a39105461e7f55"},"schema_version":"1.0","source":{"id":"2006.08247","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2006.08247","created_at":"2026-07-05T01:53:51Z"},{"alias_kind":"arxiv_version","alias_value":"2006.08247v2","created_at":"2026-07-05T01:53:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2006.08247","created_at":"2026-07-05T01:53:51Z"},{"alias_kind":"pith_short_12","alias_value":"PU3FGN7OATU5","created_at":"2026-07-05T01:53:51Z"},{"alias_kind":"pith_short_16","alias_value":"PU3FGN7OATU56LNF","created_at":"2026-07-05T01:53:51Z"},{"alias_kind":"pith_short_8","alias_value":"PU3FGN7O","created_at":"2026-07-05T01:53:51Z"}],"graph_snapshots":[{"event_id":"sha256:2db03b0160547d916246d9776068efe976b1a5abfa28006f2e9c17506a1e93de","target":"graph","created_at":"2026-07-05T01:53:51Z","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/2006.08247/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Generalizing over temporal variations is a prerequisite for effective action recognition in videos. Despite significant advances in deep neural networks, it remains a challenge to focus on short-term discriminative motions in relation to the overall performance of an action. We address this challenge by allowing some flexibility in discovering relevant spatio-temporal features. We introduce Squeeze and Recursion Temporal Gates (SRTG), an approach that favors inputs with similar activations with potential temporal variations. We implement this idea with a novel CNN block that uses an LSTM to en","authors_text":"Alexandros Stergiou, Ronald Poppe","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-06-15T09:36:28Z","title":"Learn to cycle: Time-consistent feature discovery for action recognition"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2006.08247","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":"sha256:55b960d7112dbb4ec95d80d12ae1ac11fd0d1a168b371c57945492e4bde1c48a","target":"record","created_at":"2026-07-05T01:53:51Z","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":"424e34f58d02b3ec45814cacb44d774006b40c942e26479d5b1785e1c1bf148e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-06-15T09:36:28Z","title_canon_sha256":"8a2b93e7c7c0b17c9c089e84a440a162af5531565ecb03f642a39105461e7f55"},"schema_version":"1.0","source":{"id":"2006.08247","kind":"arxiv","version":2}},"canonical_sha256":"7d365337ee04e9df2da51c951fa0d879f4ac958b95a72be29258636996dee2ba","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7d365337ee04e9df2da51c951fa0d879f4ac958b95a72be29258636996dee2ba","first_computed_at":"2026-07-05T01:53:51.953079Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T01:53:51.953079Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wZ9L0+mI5RpKKNntkWjrUAvGoSD8h+Eka0i2jsoStzRsQmIQpvy4TKcVM83P6Qd94RPqm9qWXd91Ya1Q8IHMAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T01:53:51.953478Z","signed_message":"canonical_sha256_bytes"},"source_id":"2006.08247","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:55b960d7112dbb4ec95d80d12ae1ac11fd0d1a168b371c57945492e4bde1c48a","sha256:2db03b0160547d916246d9776068efe976b1a5abfa28006f2e9c17506a1e93de"],"state_sha256":"213f5482597796d3c86a86c25fba69216ef67ce31f4ef03e6fbe252429a576be"}