{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:3XKTQVCTLSRW2BRNZ4DE6VJCPD","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":"6e1bd1c198e8d8a8036e901ae91e8c5441eb857c9094772b81c0dbc9d22c4ab8","cross_cats_sorted":["cs.MM"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-09T08:44:19Z","title_canon_sha256":"179aab050bc449954b330199f0c28aa2a9bd504178ea3360c629c0356d720b96"},"schema_version":"1.0","source":{"id":"2412.06299","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.06299","created_at":"2026-07-05T09:46:18Z"},{"alias_kind":"arxiv_version","alias_value":"2412.06299v1","created_at":"2026-07-05T09:46:18Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.06299","created_at":"2026-07-05T09:46:18Z"},{"alias_kind":"pith_short_12","alias_value":"3XKTQVCTLSRW","created_at":"2026-07-05T09:46:18Z"},{"alias_kind":"pith_short_16","alias_value":"3XKTQVCTLSRW2BRN","created_at":"2026-07-05T09:46:18Z"},{"alias_kind":"pith_short_8","alias_value":"3XKTQVCT","created_at":"2026-07-05T09:46:18Z"}],"graph_snapshots":[{"event_id":"sha256:f9bd03a1137d9507019fb725a1476f726a6556ce401e2ec4b62cf0baf6df02b1","target":"graph","created_at":"2026-07-05T09:46:18Z","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/2412.06299/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Reconstructing dynamic scenes from video sequences is a highly promising task in the multimedia domain. While previous methods have made progress, they often struggle with slow rendering and managing temporal complexities such as significant motion and object appearance/disappearance. In this paper, we propose SaRO-GS as a novel dynamic scene representation capable of achieving real-time rendering while effectively handling temporal complexities in dynamic scenes. To address the issue of slow rendering speed, we adopt a Gaussian primitive-based representation and optimize the Gaussians in 4D s","authors_text":"Jinbo Yan, Luyang Tang, Ronggang Wang, Rui Peng","cross_cats":["cs.MM"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-09T08:44:19Z","title":"4D Gaussian Splatting with Scale-aware Residual Field and Adaptive Optimization for Real-time Rendering of Temporally Complex Dynamic Scenes"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.06299","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:dd3416242b4706a282d5b04c0315828d52238673423933912c7bfea4c4607ba4","target":"record","created_at":"2026-07-05T09:46:18Z","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":"6e1bd1c198e8d8a8036e901ae91e8c5441eb857c9094772b81c0dbc9d22c4ab8","cross_cats_sorted":["cs.MM"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2024-12-09T08:44:19Z","title_canon_sha256":"179aab050bc449954b330199f0c28aa2a9bd504178ea3360c629c0356d720b96"},"schema_version":"1.0","source":{"id":"2412.06299","kind":"arxiv","version":1}},"canonical_sha256":"ddd53854535ca36d062dcf064f552278d8758a01e8d17df1c2efe185d13ee8a9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ddd53854535ca36d062dcf064f552278d8758a01e8d17df1c2efe185d13ee8a9","first_computed_at":"2026-07-05T09:46:18.767149Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:46:18.767149Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"MYHShuNv0mWzQF2aTyrdOy8bRwB2PVSJMSzoNuO1Q2HWtfQ3Yf2CEPbrJS6TKpTRMDo4Ymx+oMMzKIBRkUj+Bw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:46:18.767643Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.06299","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:dd3416242b4706a282d5b04c0315828d52238673423933912c7bfea4c4607ba4","sha256:f9bd03a1137d9507019fb725a1476f726a6556ce401e2ec4b62cf0baf6df02b1"],"state_sha256":"d948004581e00f8e5857b313d38a3f173281081623e13f7f75a462ce98a9b537"}