{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:VHS3H365OTUFS6BD4CL6ZMLLTH","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":"8d1f23207590a72daf71fbea8ca34aee92f32f0bc06c452f185df4329738d73a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-03-10T08:57:51Z","title_canon_sha256":"cd5b859e67d3de08a9765fdd357e405865cd4836745cc361c993cda001730fc4"},"schema_version":"1.0","source":{"id":"2603.09385","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2603.09385","created_at":"2026-07-09T01:19:52Z"},{"alias_kind":"arxiv_version","alias_value":"2603.09385v2","created_at":"2026-07-09T01:19:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2603.09385","created_at":"2026-07-09T01:19:52Z"},{"alias_kind":"pith_short_12","alias_value":"VHS3H365OTUF","created_at":"2026-07-09T01:19:52Z"},{"alias_kind":"pith_short_16","alias_value":"VHS3H365OTUFS6BD","created_at":"2026-07-09T01:19:52Z"},{"alias_kind":"pith_short_8","alias_value":"VHS3H365","created_at":"2026-07-09T01:19:52Z"}],"graph_snapshots":[{"event_id":"sha256:836e9785c552542d11d0b71a8b06ddab47da2e2944472e3f48cfca38ce26f994","target":"graph","created_at":"2026-07-09T01:19:52Z","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/2603.09385/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Event cameras offer superior sensitivity to high-speed motion and extreme lighting, making event-based monocular depth estimation a promising approach for robust 3D perception in challenging conditions. However, progress is severely hindered by the scarcity of dense depth annotations. While recent annotation-free approaches mitigate this by distilling knowledge from Vision Foundation Models (VFMs), a critical limitation persists: they process event streams as independent frames. By neglecting the inherent temporal continuity of event data, these methods fail to leverage the rich temporal prior","authors_text":"Hui Xiong, Jing Ou, Jinjing Zhu, Kanghao Chen, Peilun Shi, Tongyan Hua, Wufan Zhao, Yingchun Fu, Yinrui Ren, Zhuoxiao Li, Zidong Cao","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-03-10T08:57:51Z","title":"EventVGGT: Exploring Cross-Modal Distillation for Consistent Event-based Depth Estimation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2603.09385","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:a5fd146b5694c05a515766011dd7f3dfc3b291b48e8e6e0f2641c8752705c5af","target":"record","created_at":"2026-07-09T01:19:52Z","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":"8d1f23207590a72daf71fbea8ca34aee92f32f0bc06c452f185df4329738d73a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-03-10T08:57:51Z","title_canon_sha256":"cd5b859e67d3de08a9765fdd357e405865cd4836745cc361c993cda001730fc4"},"schema_version":"1.0","source":{"id":"2603.09385","kind":"arxiv","version":2}},"canonical_sha256":"a9e5b3efdd74e8597823e097ecb16b99eb53f2732bf3ee6356213f0e90cae2a5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a9e5b3efdd74e8597823e097ecb16b99eb53f2732bf3ee6356213f0e90cae2a5","first_computed_at":"2026-07-09T01:19:52.571276Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-09T01:19:52.571276Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"gHbHAOuqR7+vg6nLkUR0602gxJsmufViOLi/l1SV7EcgrrTMw6yqJwJOfgpiK2WS/9MX0rKiwXNCmLYDAvKrDw==","signature_status":"signed_v1","signed_at":"2026-07-09T01:19:52.571783Z","signed_message":"canonical_sha256_bytes"},"source_id":"2603.09385","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a5fd146b5694c05a515766011dd7f3dfc3b291b48e8e6e0f2641c8752705c5af","sha256:836e9785c552542d11d0b71a8b06ddab47da2e2944472e3f48cfca38ce26f994"],"state_sha256":"0c9f3f458dc7d2c87d45368651d1da3015cd8199e82ec8857e772ff155915a93"}