{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:TIAYBQAODM6JH2DPGWLPG2QRAT","short_pith_number":"pith:TIAYBQAO","canonical_record":{"source":{"id":"2608.01488","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-02T20:41:33Z","cross_cats_sorted":[],"title_canon_sha256":"e2e12113c0ca35625e2cc6fc60e7c6e321fc12d45254b3a5f1e33afa54806ba1","abstract_canon_sha256":"85a5670926882e6e85d60c659db54369552e9a6a3b8ca75b32622c96e43a90bf"},"schema_version":"1.0"},"canonical_sha256":"9a0180c00e1b3c93e86f3596f36a1104ce4fb149f7927578e2ede38c49fd128a","source":{"kind":"arxiv","id":"2608.01488","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.01488","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"arxiv_version","alias_value":"2608.01488v1","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.01488","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"pith_short_12","alias_value":"TIAYBQAODM6J","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"pith_short_16","alias_value":"TIAYBQAODM6JH2DP","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"pith_short_8","alias_value":"TIAYBQAO","created_at":"2026-08-04T02:05:30Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:TIAYBQAODM6JH2DPGWLPG2QRAT","target":"record","payload":{"canonical_record":{"source":{"id":"2608.01488","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-02T20:41:33Z","cross_cats_sorted":[],"title_canon_sha256":"e2e12113c0ca35625e2cc6fc60e7c6e321fc12d45254b3a5f1e33afa54806ba1","abstract_canon_sha256":"85a5670926882e6e85d60c659db54369552e9a6a3b8ca75b32622c96e43a90bf"},"schema_version":"1.0"},"canonical_sha256":"9a0180c00e1b3c93e86f3596f36a1104ce4fb149f7927578e2ede38c49fd128a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-04T02:05:30.736784Z","signature_b64":"8wt6fK4yYNlXUrf3eJq+m2opcLeN4/TBOFSQKkso2qoMnvDp8KVPh0BKC8uFk/V9uYqPrwMiLdrXvVZ5brynCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9a0180c00e1b3c93e86f3596f36a1104ce4fb149f7927578e2ede38c49fd128a","last_reissued_at":"2026-08-04T02:05:30.735322Z","signature_status":"signed_v1","first_computed_at":"2026-08-04T02:05:30.735322Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.01488","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":"2026-08-04T02:05:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7wybCpGL9Dt2snjPHhEDhz1jaIAFSVj1AUKoSBSoeHRx7WFnkhVLSlsnD/l+5wtN8sFYe1dpw4N+QqHVpLZRBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T06:24:11.131745Z"},"content_sha256":"ae8a29befa94d91f2b0b89ead8c84c4ede11fbd336b536410543a2e3907fa7ef","schema_version":"1.0","event_id":"sha256:ae8a29befa94d91f2b0b89ead8c84c4ede11fbd336b536410543a2e3907fa7ef"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:TIAYBQAODM6JH2DPGWLPG2QRAT","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards Compact Unified Multimodal Tracking: Synergizing Knowledge Distillation with Structural Pruning","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Chuanguang Yang, Huiran Duan, Shiping Wen, Tingwen Huang, Weilun Feng, Yingli Tian, Yuedong Tan, Yuqi Li, Zhulin An, Zongwei Wu","submitted_at":"2026-08-02T20:41:33Z","abstract_excerpt":"Unified multimodal object tracking has achieved remarkable robustness by leveraging complementary sensor data (e.g., RGB, Thermal, Depth), yet the heavy computational burden of state-of-the-art models hinders their deployment on resource-constrained edge devices. In this work, we identify the prediction head as a critical but often overlooked efficiency bottleneck. By strategically streamlining the decoder architecture, we unlock the potential for real-time inference but simultaneously introduce a capacity gap between the lightweight student and the heavy teacher. To resolve this, we conduct a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.01488","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/2608.01488/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":"2026-08-04T02:05:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ylrkurGqLxECbqEae66PdJ2rNMJYaTz9VsXXZjqNFDE58jZxK6ojyNWZevlAanGuW6ljZaulGKrJVXuOK2eVCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T06:24:11.132238Z"},"content_sha256":"535ef9bb1c2ff077b4099230f1ad5921ec12bea9325bcd235151338839d44a62","schema_version":"1.0","event_id":"sha256:535ef9bb1c2ff077b4099230f1ad5921ec12bea9325bcd235151338839d44a62"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TIAYBQAODM6JH2DPGWLPG2QRAT/bundle.json","state_url":"https://pith.science/pith/TIAYBQAODM6JH2DPGWLPG2QRAT/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TIAYBQAODM6JH2DPGWLPG2QRAT/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":"2026-08-08T06:24:11Z","links":{"resolver":"https://pith.science/pith/TIAYBQAODM6JH2DPGWLPG2QRAT","bundle":"https://pith.science/pith/TIAYBQAODM6JH2DPGWLPG2QRAT/bundle.json","state":"https://pith.science/pith/TIAYBQAODM6JH2DPGWLPG2QRAT/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TIAYBQAODM6JH2DPGWLPG2QRAT/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:TIAYBQAODM6JH2DPGWLPG2QRAT","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":"85a5670926882e6e85d60c659db54369552e9a6a3b8ca75b32622c96e43a90bf","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-02T20:41:33Z","title_canon_sha256":"e2e12113c0ca35625e2cc6fc60e7c6e321fc12d45254b3a5f1e33afa54806ba1"},"schema_version":"1.0","source":{"id":"2608.01488","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.01488","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"arxiv_version","alias_value":"2608.01488v1","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.01488","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"pith_short_12","alias_value":"TIAYBQAODM6J","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"pith_short_16","alias_value":"TIAYBQAODM6JH2DP","created_at":"2026-08-04T02:05:30Z"},{"alias_kind":"pith_short_8","alias_value":"TIAYBQAO","created_at":"2026-08-04T02:05:30Z"}],"graph_snapshots":[{"event_id":"sha256:535ef9bb1c2ff077b4099230f1ad5921ec12bea9325bcd235151338839d44a62","target":"graph","created_at":"2026-08-04T02:05:30Z","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/2608.01488/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Unified multimodal object tracking has achieved remarkable robustness by leveraging complementary sensor data (e.g., RGB, Thermal, Depth), yet the heavy computational burden of state-of-the-art models hinders their deployment on resource-constrained edge devices. In this work, we identify the prediction head as a critical but often overlooked efficiency bottleneck. By strategically streamlining the decoder architecture, we unlock the potential for real-time inference but simultaneously introduce a capacity gap between the lightweight student and the heavy teacher. To resolve this, we conduct a","authors_text":"Chuanguang Yang, Huiran Duan, Shiping Wen, Tingwen Huang, Weilun Feng, Yingli Tian, Yuedong Tan, Yuqi Li, Zhulin An, Zongwei Wu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-02T20:41:33Z","title":"Towards Compact Unified Multimodal Tracking: Synergizing Knowledge Distillation with Structural Pruning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.01488","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:ae8a29befa94d91f2b0b89ead8c84c4ede11fbd336b536410543a2e3907fa7ef","target":"record","created_at":"2026-08-04T02:05:30Z","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":"85a5670926882e6e85d60c659db54369552e9a6a3b8ca75b32622c96e43a90bf","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-02T20:41:33Z","title_canon_sha256":"e2e12113c0ca35625e2cc6fc60e7c6e321fc12d45254b3a5f1e33afa54806ba1"},"schema_version":"1.0","source":{"id":"2608.01488","kind":"arxiv","version":1}},"canonical_sha256":"9a0180c00e1b3c93e86f3596f36a1104ce4fb149f7927578e2ede38c49fd128a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9a0180c00e1b3c93e86f3596f36a1104ce4fb149f7927578e2ede38c49fd128a","first_computed_at":"2026-08-04T02:05:30.735322Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T02:05:30.735322Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"8wt6fK4yYNlXUrf3eJq+m2opcLeN4/TBOFSQKkso2qoMnvDp8KVPh0BKC8uFk/V9uYqPrwMiLdrXvVZ5brynCg==","signature_status":"signed_v1","signed_at":"2026-08-04T02:05:30.736784Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.01488","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ae8a29befa94d91f2b0b89ead8c84c4ede11fbd336b536410543a2e3907fa7ef","sha256:535ef9bb1c2ff077b4099230f1ad5921ec12bea9325bcd235151338839d44a62"],"state_sha256":"11d9699f3a7f57d2740eb8ab42ce327e32546d85dce4f95cdb614b4f3832d1aa"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"yVeGGYou+lI5VOCjazL9ZpJKZNcf+QxBYtvvixMT4gXRzuHQaiV6HvPVfRQnlff+YEi6TcRdpBwketBephYuAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T06:24:11.135673Z","bundle_sha256":"9f4a41f02b43be2ed6fa3fcb1fdcc6c8cf68a55917016399c8e91dbc6031f644"}}