{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:J3STTMCMXRXDLAFD3ZMC6ZAYYM","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":"8f063a699e9f483b391ad2e7c9e7baf88e9ab05c737a0b079452bf1b563980c2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-06T16:11:46Z","title_canon_sha256":"ac5d0ae0c648d8dab7a5af763900ba82a5874fa3156b0988ba05ebc1691371f4"},"schema_version":"1.0","source":{"id":"2407.05119","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.05119","created_at":"2026-07-05T08:41:08Z"},{"alias_kind":"arxiv_version","alias_value":"2407.05119v1","created_at":"2026-07-05T08:41:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.05119","created_at":"2026-07-05T08:41:08Z"},{"alias_kind":"pith_short_12","alias_value":"J3STTMCMXRXD","created_at":"2026-07-05T08:41:08Z"},{"alias_kind":"pith_short_16","alias_value":"J3STTMCMXRXDLAFD","created_at":"2026-07-05T08:41:08Z"},{"alias_kind":"pith_short_8","alias_value":"J3STTMCM","created_at":"2026-07-05T08:41:08Z"}],"graph_snapshots":[{"event_id":"sha256:4e13f0208ca15112a5a9fff41394eda7ce82c4139bb90744d66f27e302e3dc67","target":"graph","created_at":"2026-07-05T08:41:08Z","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/2407.05119/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Given the current visual observations, the traditional procedure planning task in instructional videos requires a model to generate goal-directed plans within a given action space. All previous methods for this task conduct training and inference under the same action space, and they can only plan for pre-defined events in the training set. We argue this setting is not applicable for human assistance in real lives and aim to propose a more general and practical planning paradigm. Specifically, in this paper, we introduce a new task named Open-event Procedure Planning (OEPP), which extends the ","authors_text":"Hanlin Wang, Jing Wang, Limin Wang, Yilu Wu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-06T16:11:46Z","title":"Open-Event Procedure Planning in Instructional Videos"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.05119","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":"sha256:18a6f0a85d6770eb407fa3ce9853d0ec826b775602b0679a6a7bbc14a5c7013b","target":"record","created_at":"2026-07-05T08:41:08Z","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":"8f063a699e9f483b391ad2e7c9e7baf88e9ab05c737a0b079452bf1b563980c2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-06T16:11:46Z","title_canon_sha256":"ac5d0ae0c648d8dab7a5af763900ba82a5874fa3156b0988ba05ebc1691371f4"},"schema_version":"1.0","source":{"id":"2407.05119","kind":"arxiv","version":1}},"canonical_sha256":"4ee539b04cbc6e3580a3de582f6418c328cb486fea8650d79afd3e431750ac8e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4ee539b04cbc6e3580a3de582f6418c328cb486fea8650d79afd3e431750ac8e","first_computed_at":"2026-07-05T08:41:08.208584Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:41:08.208584Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"daJ8TTaJK42XJCpc5im7M2ChvfZrYyZduOs+VZeXOgONwoUC4gLTMM9nQ/ij2hS6Z2alLMFvCZkKxPtyZkLnBg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:41:08.209095Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.05119","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:18a6f0a85d6770eb407fa3ce9853d0ec826b775602b0679a6a7bbc14a5c7013b","sha256:4e13f0208ca15112a5a9fff41394eda7ce82c4139bb90744d66f27e302e3dc67"],"state_sha256":"ac9f763fa1d38b7a1b2b72158eea3235632cedcf03df3c17f5c2e85b7e257c8f"}