{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:OFO3LU3K3Y44QIGM7EDXAETJ6S","short_pith_number":"pith:OFO3LU3K","canonical_record":{"source":{"id":"2412.11023","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-15T02:33:37Z","cross_cats_sorted":[],"title_canon_sha256":"19daf4606582ee7352a8bf15312a057ee1cf8c90173ff462a8ebddee524f59fc","abstract_canon_sha256":"5919d8c23a3041b60fb07d83ecce4017c5bdb847f3545668e23cb0911b598f55"},"schema_version":"1.0"},"canonical_sha256":"715db5d36ade39c820ccf907701269f48aa0ac957ed8a8b1b506d876c11f8626","source":{"kind":"arxiv","id":"2412.11023","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.11023","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"arxiv_version","alias_value":"2412.11023v1","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.11023","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"pith_short_12","alias_value":"OFO3LU3K3Y44","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"pith_short_16","alias_value":"OFO3LU3K3Y44QIGM","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"pith_short_8","alias_value":"OFO3LU3K","created_at":"2026-07-05T09:49:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:OFO3LU3K3Y44QIGM7EDXAETJ6S","target":"record","payload":{"canonical_record":{"source":{"id":"2412.11023","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-15T02:33:37Z","cross_cats_sorted":[],"title_canon_sha256":"19daf4606582ee7352a8bf15312a057ee1cf8c90173ff462a8ebddee524f59fc","abstract_canon_sha256":"5919d8c23a3041b60fb07d83ecce4017c5bdb847f3545668e23cb0911b598f55"},"schema_version":"1.0"},"canonical_sha256":"715db5d36ade39c820ccf907701269f48aa0ac957ed8a8b1b506d876c11f8626","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:49:26.185795Z","signature_b64":"Yy/m7vRmUnjxYKRpeptxWSGPKqoT1zPVcDTtQdgpdZ2PP+0yCVOLFgT+CpXq0Ud/WEOUBuR8tqNBsqejnyoAAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"715db5d36ade39c820ccf907701269f48aa0ac957ed8a8b1b506d876c11f8626","last_reissued_at":"2026-07-05T09:49:26.185348Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:49:26.185348Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.11023","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:49:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zOjqMaI1fa8MJ0Pi0jB7H6XrO0ZDXwU8whlr1xSlGwkIh8s1Cl3pAkvinV+pTHXoUFmFWP4kFFgXounFcTZYCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T15:45:46.267541Z"},"content_sha256":"b6daa4b8fb69fa3a4c85acfc80e5612f0cea4066c782cfb3a3f726fd03441df1","schema_version":"1.0","event_id":"sha256:b6daa4b8fb69fa3a4c85acfc80e5612f0cea4066c782cfb3a3f726fd03441df1"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:OFO3LU3K3Y44QIGM7EDXAETJ6S","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Exploring Enhanced Contextual Information for Video-Level Object Tracking","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Ben Kang, Dong Wang, Simiao Lai, Xin Chen, Yang Liu, Yi Liu","submitted_at":"2024-12-15T02:33:37Z","abstract_excerpt":"Contextual information at the video level has become increasingly crucial for visual object tracking. However, existing methods typically use only a few tokens to convey this information, which can lead to information loss and limit their ability to fully capture the context. To address this issue, we propose a new video-level visual object tracking framework called MCITrack. It leverages Mamba's hidden states to continuously record and transmit extensive contextual information throughout the video stream, resulting in more robust object tracking. The core component of MCITrack is the Contextu"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.11023","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2412.11023/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:49:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"X/wArdCOYcedmUjK6F0BLi1Mou9FskummZbvdB6rgBi25apcu/ZWOEq4EWk/hhi2d9Jtd+Fju3zDbvVSeicDCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-09T15:45:46.268039Z"},"content_sha256":"fcb1d15eb50dd4393c72d4863f870c6a009c921f3294963124028d350739f422","schema_version":"1.0","event_id":"sha256:fcb1d15eb50dd4393c72d4863f870c6a009c921f3294963124028d350739f422"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/OFO3LU3K3Y44QIGM7EDXAETJ6S/bundle.json","state_url":"https://pith.science/pith/OFO3LU3K3Y44QIGM7EDXAETJ6S/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/OFO3LU3K3Y44QIGM7EDXAETJ6S/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-09T15:45:46Z","links":{"resolver":"https://pith.science/pith/OFO3LU3K3Y44QIGM7EDXAETJ6S","bundle":"https://pith.science/pith/OFO3LU3K3Y44QIGM7EDXAETJ6S/bundle.json","state":"https://pith.science/pith/OFO3LU3K3Y44QIGM7EDXAETJ6S/state.json","well_known_bundle":"https://pith.science/.well-known/pith/OFO3LU3K3Y44QIGM7EDXAETJ6S/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:OFO3LU3K3Y44QIGM7EDXAETJ6S","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":"5919d8c23a3041b60fb07d83ecce4017c5bdb847f3545668e23cb0911b598f55","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-15T02:33:37Z","title_canon_sha256":"19daf4606582ee7352a8bf15312a057ee1cf8c90173ff462a8ebddee524f59fc"},"schema_version":"1.0","source":{"id":"2412.11023","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.11023","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"arxiv_version","alias_value":"2412.11023v1","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.11023","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"pith_short_12","alias_value":"OFO3LU3K3Y44","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"pith_short_16","alias_value":"OFO3LU3K3Y44QIGM","created_at":"2026-07-05T09:49:26Z"},{"alias_kind":"pith_short_8","alias_value":"OFO3LU3K","created_at":"2026-07-05T09:49:26Z"}],"graph_snapshots":[{"event_id":"sha256:fcb1d15eb50dd4393c72d4863f870c6a009c921f3294963124028d350739f422","target":"graph","created_at":"2026-07-05T09:49:26Z","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/2412.11023/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Contextual information at the video level has become increasingly crucial for visual object tracking. However, existing methods typically use only a few tokens to convey this information, which can lead to information loss and limit their ability to fully capture the context. To address this issue, we propose a new video-level visual object tracking framework called MCITrack. It leverages Mamba's hidden states to continuously record and transmit extensive contextual information throughout the video stream, resulting in more robust object tracking. The core component of MCITrack is the Contextu","authors_text":"Ben Kang, Dong Wang, Simiao Lai, Xin Chen, Yang Liu, Yi Liu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-15T02:33:37Z","title":"Exploring Enhanced Contextual Information for Video-Level Object Tracking"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.11023","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:b6daa4b8fb69fa3a4c85acfc80e5612f0cea4066c782cfb3a3f726fd03441df1","target":"record","created_at":"2026-07-05T09:49:26Z","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":"5919d8c23a3041b60fb07d83ecce4017c5bdb847f3545668e23cb0911b598f55","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-12-15T02:33:37Z","title_canon_sha256":"19daf4606582ee7352a8bf15312a057ee1cf8c90173ff462a8ebddee524f59fc"},"schema_version":"1.0","source":{"id":"2412.11023","kind":"arxiv","version":1}},"canonical_sha256":"715db5d36ade39c820ccf907701269f48aa0ac957ed8a8b1b506d876c11f8626","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"715db5d36ade39c820ccf907701269f48aa0ac957ed8a8b1b506d876c11f8626","first_computed_at":"2026-07-05T09:49:26.185348Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:49:26.185348Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Yy/m7vRmUnjxYKRpeptxWSGPKqoT1zPVcDTtQdgpdZ2PP+0yCVOLFgT+CpXq0Ud/WEOUBuR8tqNBsqejnyoAAA==","signature_status":"signed_v1","signed_at":"2026-07-05T09:49:26.185795Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.11023","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b6daa4b8fb69fa3a4c85acfc80e5612f0cea4066c782cfb3a3f726fd03441df1","sha256:fcb1d15eb50dd4393c72d4863f870c6a009c921f3294963124028d350739f422"],"state_sha256":"cdd1ad6b98ef6f5d3071de1088247f4d25f4bb4684d6070345a6665cdd50e7cb"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Z7ykqQc/jhqwHnDEkKmVKo7AXuapDyn6qOK0xHRckQ93EBCjpFoAxsgxjsvKcUYcWHcPZPp4yLkzaPen4DQICw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-09T15:45:46.271816Z","bundle_sha256":"e66771a2ffa0066627f9cb89c19c1a172903f88fb0f975ff3a3aae09b64ab151"}}