{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:PF4NXVGEG364ENVUWICUEJYME3","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":"c0104f9c364e18ccbfc2de65af4eb8fefadefca1c5d6373e6fb20bc37ec28a59","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-05-28T03:00:58Z","title_canon_sha256":"0ba55276ffbede9b70c08e1934c7e9362fb25d83a036d7300479f40141d61513"},"schema_version":"1.0","source":{"id":"2405.17773","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.17773","created_at":"2026-07-05T09:41:37Z"},{"alias_kind":"arxiv_version","alias_value":"2405.17773v2","created_at":"2026-07-05T09:41:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.17773","created_at":"2026-07-05T09:41:37Z"},{"alias_kind":"pith_short_12","alias_value":"PF4NXVGEG364","created_at":"2026-07-05T09:41:37Z"},{"alias_kind":"pith_short_16","alias_value":"PF4NXVGEG364ENVU","created_at":"2026-07-05T09:41:37Z"},{"alias_kind":"pith_short_8","alias_value":"PF4NXVGE","created_at":"2026-07-05T09:41:37Z"}],"graph_snapshots":[{"event_id":"sha256:43e94d724a5c9ad8c1c9e677b6ce7347b73e9199ebeae54b4b92938a71f8fc71","target":"graph","created_at":"2026-07-05T09:41:37Z","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/2405.17773/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multimodal sensing has proven valuable for visual tracking, as different sensor types offer unique strengths in handling one specific challenging scene where object appearance varies. While a generalist model capable of leveraging all modalities would be ideal, development is hindered by data sparsity, typically in practice, only one modality is available at a time. Therefore, it is crucial to ensure and achieve that knowledge gained from multimodal sensing -- such as identifying relevant features and regions -- is effectively shared, even when certain modalities are unavailable at inference. ","authors_text":"Chao Ma, Danda Pani Paudel, Eduard Zamfi, Guolei Sun, Luc Van Gool, Radu Timofte, Yuedong Tan, Yuqian Fu, Zhuyun Zhou, Zongwei Wu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-05-28T03:00:58Z","title":"XTrack: Multimodal Training Boosts RGB-X Video Object Trackers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.17773","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:f83de443309a0ddefd36063b9850a4f3d4115214cb6bd71f2b678599ab1ae865","target":"record","created_at":"2026-07-05T09:41:37Z","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":"c0104f9c364e18ccbfc2de65af4eb8fefadefca1c5d6373e6fb20bc37ec28a59","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2024-05-28T03:00:58Z","title_canon_sha256":"0ba55276ffbede9b70c08e1934c7e9362fb25d83a036d7300479f40141d61513"},"schema_version":"1.0","source":{"id":"2405.17773","kind":"arxiv","version":2}},"canonical_sha256":"7978dbd4c436fdc236b4b20542270c26d75bef1d685abc1abf9a8035d078f192","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7978dbd4c436fdc236b4b20542270c26d75bef1d685abc1abf9a8035d078f192","first_computed_at":"2026-07-05T09:41:37.423488Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:41:37.423488Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"602x5TICo/kouIZN5ItvCGCtegJdR62/30YL6HUa1XC9d70o2D69e6LBfYF7xF+ik2iKa2KimsRAAsHAB0S0BQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:41:37.423924Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.17773","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f83de443309a0ddefd36063b9850a4f3d4115214cb6bd71f2b678599ab1ae865","sha256:43e94d724a5c9ad8c1c9e677b6ce7347b73e9199ebeae54b4b92938a71f8fc71"],"state_sha256":"900fb4f5b2e7a321c06170e8ff1151c1bbb2498b38fde7a2ad476d00499cb71c"}