{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:IHRSFCS5P2ZAMJEJ5YWVLJ5226","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":"90196b23123b35700b269be9fb569ae9f836e204e7229a98b64df99d86114b15","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-11T02:09:59Z","title_canon_sha256":"b3a478fffa38f5968494b9e762b6df77d775118056cf7e67c4b4afa5e92d63aa"},"schema_version":"1.0","source":{"id":"2407.08132","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.08132","created_at":"2026-07-05T08:42:43Z"},{"alias_kind":"arxiv_version","alias_value":"2407.08132v1","created_at":"2026-07-05T08:42:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.08132","created_at":"2026-07-05T08:42:43Z"},{"alias_kind":"pith_short_12","alias_value":"IHRSFCS5P2ZA","created_at":"2026-07-05T08:42:43Z"},{"alias_kind":"pith_short_16","alias_value":"IHRSFCS5P2ZAMJEJ","created_at":"2026-07-05T08:42:43Z"},{"alias_kind":"pith_short_8","alias_value":"IHRSFCS5","created_at":"2026-07-05T08:42:43Z"}],"graph_snapshots":[{"event_id":"sha256:6a69f137fe1e19b6aa3e376a01757eff58ac3c6d76d6311e695f2cb76a9ae195","target":"graph","created_at":"2026-07-05T08:42:43Z","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/2407.08132/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multispectral oriented object detection faces challenges due to both inter-modal and intra-modal discrepancies. Recent studies often rely on transformer-based models to address these issues and achieve cross-modal fusion detection. However, the quadratic computational complexity of transformers limits their performance. Inspired by the efficiency and lower complexity of Mamba in long sequence tasks, we propose Disparity-guided Multispectral Mamba (DMM), a multispectral oriented object detection framework comprised of a Disparity-guided Cross-modal Fusion Mamba (DCFM) module, a Multi-scale Targ","authors_text":"Chaofan Qiao, Dongyu Xie, Guoqing Wang, Lin Mei, Minghang Zhou, Ningjuan Ruan, Tianyu Li, Yang Yang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-11T02:09:59Z","title":"DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote Sensing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.08132","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":"sha256:9fb513c27dbdaa9a68d80a303765f6c91c3e2a804361a2f54a30d37b16de635a","target":"record","created_at":"2026-07-05T08:42:43Z","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":"90196b23123b35700b269be9fb569ae9f836e204e7229a98b64df99d86114b15","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-07-11T02:09:59Z","title_canon_sha256":"b3a478fffa38f5968494b9e762b6df77d775118056cf7e67c4b4afa5e92d63aa"},"schema_version":"1.0","source":{"id":"2407.08132","kind":"arxiv","version":1}},"canonical_sha256":"41e3228a5d7eb2062489ee2d55a7bad7b1ad943aff6361f4ac9f7cee073e32fa","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"41e3228a5d7eb2062489ee2d55a7bad7b1ad943aff6361f4ac9f7cee073e32fa","first_computed_at":"2026-07-05T08:42:43.662470Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:42:43.662470Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OLAWlYBWx8j3yVGqS9PJYRP3o5t88aZK4XZhBU9pz8vjF6DLE6Oo2YoDf5Dj0vLgGrhiryR7rqX9DuC1jYZpAA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:42:43.662950Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.08132","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9fb513c27dbdaa9a68d80a303765f6c91c3e2a804361a2f54a30d37b16de635a","sha256:6a69f137fe1e19b6aa3e376a01757eff58ac3c6d76d6311e695f2cb76a9ae195"],"state_sha256":"8ed36cc8b5c469ea5d92fe1e5764d49c3f3769ab2baf8f29b7752ce3a0bdb814"}