{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:MQCWRWC4FU3I2PKKIXWLMEVZ3K","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":"768cb6fdd3b915c87e27fd6b2a3a3effa2e72d5c1399a26fd6ae928ce9b8b64a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-19T16:15:56Z","title_canon_sha256":"965e9473125bece2e1ac66aa7a9dc422bf851b0cea267c90ddaa18ea6103c2fd"},"schema_version":"1.0","source":{"id":"2408.10129","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2408.10129","created_at":"2026-07-05T08:58:46Z"},{"alias_kind":"arxiv_version","alias_value":"2408.10129v2","created_at":"2026-07-05T08:58:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2408.10129","created_at":"2026-07-05T08:58:46Z"},{"alias_kind":"pith_short_12","alias_value":"MQCWRWC4FU3I","created_at":"2026-07-05T08:58:46Z"},{"alias_kind":"pith_short_16","alias_value":"MQCWRWC4FU3I2PKK","created_at":"2026-07-05T08:58:46Z"},{"alias_kind":"pith_short_8","alias_value":"MQCWRWC4","created_at":"2026-07-05T08:58:46Z"}],"graph_snapshots":[{"event_id":"sha256:736396e74ab122dae76bad17a0f48aa85a1ed80a075f6410cb066620dcfd89e5","target":"graph","created_at":"2026-07-05T08:58:46Z","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/2408.10129/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Referring video object segmentation (RVOS) relies on natural language expressions to segment target objects in video. In this year, LSVOS Challenge RVOS Track replaced the origin YouTube-RVOS benchmark with MeViS. MeViS focuses on referring the target object in a video through its motion descriptions instead of static attributes, posing a greater challenge to RVOS task. In this work, we integrate strengths of that leading RVOS and VOS models to build up a simple and effective pipeline for RVOS. Firstly, We finetune the state-of-the-art RVOS model to obtain mask sequences that are correlated wi","authors_text":"Feiyu Pan, Hao Fang, Runmin Cong, Wei Zhang, Xiankai Lu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-19T16:15:56Z","title":"UNINEXT-Cutie: The 1st Solution for LSVOS Challenge RVOS Track"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2408.10129","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":"sha256:70bac4e537a45080d796086b2fcba72a6fb48c70bc8c606d4f24314c53bf417e","target":"record","created_at":"2026-07-05T08:58:46Z","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":"768cb6fdd3b915c87e27fd6b2a3a3effa2e72d5c1399a26fd6ae928ce9b8b64a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-08-19T16:15:56Z","title_canon_sha256":"965e9473125bece2e1ac66aa7a9dc422bf851b0cea267c90ddaa18ea6103c2fd"},"schema_version":"1.0","source":{"id":"2408.10129","kind":"arxiv","version":2}},"canonical_sha256":"640568d85c2d368d3d4a45ecb612b9da9c39bd0253aed40f695e20323b3c565d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"640568d85c2d368d3d4a45ecb612b9da9c39bd0253aed40f695e20323b3c565d","first_computed_at":"2026-07-05T08:58:46.919465Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:58:46.919465Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"X9iVG2Fj2dnU9GWJ9smehh82nT4jQW6POyQ3ZMiO8tqASE8PnNvvnujIh5/Cfrjth4NcV+7boIovpd/qFdfVDg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:58:46.919940Z","signed_message":"canonical_sha256_bytes"},"source_id":"2408.10129","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:70bac4e537a45080d796086b2fcba72a6fb48c70bc8c606d4f24314c53bf417e","sha256:736396e74ab122dae76bad17a0f48aa85a1ed80a075f6410cb066620dcfd89e5"],"state_sha256":"4517828baea1abb2989787f925fa180d90e6021b32bd49f9439fd7fca48b912a"}