{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:LBARA43UFYBKJNLZSADZTRPEKE","short_pith_number":"pith:LBARA43U","canonical_record":{"source":{"id":"2508.11531","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T15:19:39Z","cross_cats_sorted":[],"title_canon_sha256":"8dece61dad9bc3ec5c91d583536127d7ede1b25165b10312479fe623fc1a4260","abstract_canon_sha256":"e1fbba2ed53fb3beede4dcf2194a9c737f61354cee084a95b158ee1789c31363"},"schema_version":"1.0"},"canonical_sha256":"58411073742e02a4b579900799c5e4510a087208e2f18817efbc816b18c2d9c8","source":{"kind":"arxiv","id":"2508.11531","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.11531","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"arxiv_version","alias_value":"2508.11531v1","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.11531","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"pith_short_12","alias_value":"LBARA43UFYBK","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"pith_short_16","alias_value":"LBARA43UFYBKJNLZ","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"pith_short_8","alias_value":"LBARA43U","created_at":"2026-07-05T11:54:34Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:LBARA43UFYBKJNLZSADZTRPEKE","target":"record","payload":{"canonical_record":{"source":{"id":"2508.11531","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T15:19:39Z","cross_cats_sorted":[],"title_canon_sha256":"8dece61dad9bc3ec5c91d583536127d7ede1b25165b10312479fe623fc1a4260","abstract_canon_sha256":"e1fbba2ed53fb3beede4dcf2194a9c737f61354cee084a95b158ee1789c31363"},"schema_version":"1.0"},"canonical_sha256":"58411073742e02a4b579900799c5e4510a087208e2f18817efbc816b18c2d9c8","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:54:34.881968Z","signature_b64":"TnrI6GvjtNEf4Iej65sAQNsfVN77UGkXd8bmEFCwOArPlPwbpg/9rrMXrAGxDYhWzq2Z14ZF2tCtXav21ymqCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"58411073742e02a4b579900799c5e4510a087208e2f18817efbc816b18c2d9c8","last_reissued_at":"2026-07-05T11:54:34.881518Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:54:34.881518Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.11531","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":"2026-07-05T11:54:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0OZCnrkg5WfoEf2DENn5mQu6GeHzT7kgbdYJBzmTlP4DwRC7uiFq+2BhuoGw8qVQOTeLDQbz9B+waMLugeHzBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T23:10:41.224035Z"},"content_sha256":"5b0e44279c44113ef41db96560140a94d0b071e4a88494a500d5114b446b5396","schema_version":"1.0","event_id":"sha256:5b0e44279c44113ef41db96560140a94d0b071e4a88494a500d5114b446b5396"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:LBARA43UFYBKJNLZSADZTRPEKE","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Multi-State Tracker: Enhancing Efficient Object Tracking via Multi-State Specialization and Interaction","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Dong Gao, Gong Cheng, Junwei Han, Pujian Lai, Shilei Wang","submitted_at":"2025-08-15T15:19:39Z","abstract_excerpt":"Efficient trackers achieve faster runtime by reducing computational complexity and model parameters. However, this efficiency often compromises the expense of weakened feature representation capacity, thus limiting their ability to accurately capture target states using single-layer features. To overcome this limitation, we propose Multi-State Tracker (MST), which utilizes highly lightweight state-specific enhancement (SSE) to perform specialized enhancement on multi-state features produced by multi-state generation (MSG) and aggregates them in an interactive and adaptive manner using cross-st"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.11531","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/2508.11531/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":"2026-07-05T11:54:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"aZmnrGvr7fuBHCYxS8JgQJ8tf/J7Vbdjh4iSIHQT+croxIVCaepmuEu/WmtMQYo0dn1KgcfrVxHGMo8QvAu1Cw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T23:10:41.224485Z"},"content_sha256":"dc4c886d257be2e62a87cf75be5c13c6244f96d936687c13c8d473036c75f487","schema_version":"1.0","event_id":"sha256:dc4c886d257be2e62a87cf75be5c13c6244f96d936687c13c8d473036c75f487"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/LBARA43UFYBKJNLZSADZTRPEKE/bundle.json","state_url":"https://pith.science/pith/LBARA43UFYBKJNLZSADZTRPEKE/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/LBARA43UFYBKJNLZSADZTRPEKE/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":"2026-08-17T23:10:41Z","links":{"resolver":"https://pith.science/pith/LBARA43UFYBKJNLZSADZTRPEKE","bundle":"https://pith.science/pith/LBARA43UFYBKJNLZSADZTRPEKE/bundle.json","state":"https://pith.science/pith/LBARA43UFYBKJNLZSADZTRPEKE/state.json","well_known_bundle":"https://pith.science/.well-known/pith/LBARA43UFYBKJNLZSADZTRPEKE/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:LBARA43UFYBKJNLZSADZTRPEKE","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":"e1fbba2ed53fb3beede4dcf2194a9c737f61354cee084a95b158ee1789c31363","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T15:19:39Z","title_canon_sha256":"8dece61dad9bc3ec5c91d583536127d7ede1b25165b10312479fe623fc1a4260"},"schema_version":"1.0","source":{"id":"2508.11531","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.11531","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"arxiv_version","alias_value":"2508.11531v1","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.11531","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"pith_short_12","alias_value":"LBARA43UFYBK","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"pith_short_16","alias_value":"LBARA43UFYBKJNLZ","created_at":"2026-07-05T11:54:34Z"},{"alias_kind":"pith_short_8","alias_value":"LBARA43U","created_at":"2026-07-05T11:54:34Z"}],"graph_snapshots":[{"event_id":"sha256:dc4c886d257be2e62a87cf75be5c13c6244f96d936687c13c8d473036c75f487","target":"graph","created_at":"2026-07-05T11:54:34Z","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/2508.11531/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Efficient trackers achieve faster runtime by reducing computational complexity and model parameters. However, this efficiency often compromises the expense of weakened feature representation capacity, thus limiting their ability to accurately capture target states using single-layer features. To overcome this limitation, we propose Multi-State Tracker (MST), which utilizes highly lightweight state-specific enhancement (SSE) to perform specialized enhancement on multi-state features produced by multi-state generation (MSG) and aggregates them in an interactive and adaptive manner using cross-st","authors_text":"Dong Gao, Gong Cheng, Junwei Han, Pujian Lai, Shilei Wang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T15:19:39Z","title":"Multi-State Tracker: Enhancing Efficient Object Tracking via Multi-State Specialization and Interaction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.11531","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":"sha256:5b0e44279c44113ef41db96560140a94d0b071e4a88494a500d5114b446b5396","target":"record","created_at":"2026-07-05T11:54:34Z","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":"e1fbba2ed53fb3beede4dcf2194a9c737f61354cee084a95b158ee1789c31363","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-08-15T15:19:39Z","title_canon_sha256":"8dece61dad9bc3ec5c91d583536127d7ede1b25165b10312479fe623fc1a4260"},"schema_version":"1.0","source":{"id":"2508.11531","kind":"arxiv","version":1}},"canonical_sha256":"58411073742e02a4b579900799c5e4510a087208e2f18817efbc816b18c2d9c8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"58411073742e02a4b579900799c5e4510a087208e2f18817efbc816b18c2d9c8","first_computed_at":"2026-07-05T11:54:34.881518Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:54:34.881518Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TnrI6GvjtNEf4Iej65sAQNsfVN77UGkXd8bmEFCwOArPlPwbpg/9rrMXrAGxDYhWzq2Z14ZF2tCtXav21ymqCg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:54:34.881968Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.11531","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5b0e44279c44113ef41db96560140a94d0b071e4a88494a500d5114b446b5396","sha256:dc4c886d257be2e62a87cf75be5c13c6244f96d936687c13c8d473036c75f487"],"state_sha256":"38f77f9eb7e33bf43217d3741b99e8fdaa1ac2f2e93bbf877482cf34a17b7320"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FN3tmXnNg/RlpFgyJQtRJAvoNh13dD6bfd/ci6r5i3bwu4A+cqVswChFEmGnTjBheH5O/zhl0pa0f9abOQJKCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-17T23:10:41.227462Z","bundle_sha256":"2306c21f2aae6a2b97a2498fd475f83d16785853879451033c1d92117cc38532"}}