{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:PZVEFC7E5TBKO4KI7CE26VKOPZ","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":"6e82b9fa50a3357224bf5272c78aaa883ae28d56bef32975370334c9ed0093b7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-10T10:23:06Z","title_canon_sha256":"b557c0699b50975dde02a081800b48488aae28f6d8731f2d94df14493c618f59"},"schema_version":"1.0","source":{"id":"2606.11894","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.11894","created_at":"2026-06-11T01:10:14Z"},{"alias_kind":"arxiv_version","alias_value":"2606.11894v1","created_at":"2026-06-11T01:10:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.11894","created_at":"2026-06-11T01:10:14Z"},{"alias_kind":"pith_short_12","alias_value":"PZVEFC7E5TBK","created_at":"2026-06-11T01:10:14Z"},{"alias_kind":"pith_short_16","alias_value":"PZVEFC7E5TBKO4KI","created_at":"2026-06-11T01:10:14Z"},{"alias_kind":"pith_short_8","alias_value":"PZVEFC7E","created_at":"2026-06-11T01:10:14Z"}],"graph_snapshots":[{"event_id":"sha256:39d93bb34555c85275e304ed6b5ad5a424d8e62d39dde702dc4cc230227750c4","target":"graph","created_at":"2026-06-11T01:10:14Z","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/2606.11894/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Feed-forward 3D Gaussian Splatting (3DGS) removes the need for time-consuming per-scene optimization required by traditional 3DGS. However, existing feed-forward approaches struggle with real-world photo collections that include diverse lighting conditions and transient objects. In this paper, we present Wild3R, a feed-forward approach for unconstrained sparse photo collections. The main bottleneck is the lack of training data that provides multiple viewpoints, a variety of illuminations, and transient variations necessary for learning robust scene representations. To address this, we introduc","authors_text":"Kaede Shiohara, Takashi Otonari, Toshihiko Yamasaki, Yuto Furutani","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-10T10:23:06Z","title":"Wild3R: Feed-Forward 3D Gaussian Splatting from Unconstrained Sparse Photo Collection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.11894","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:e70bbbc264c1d437111788ab4a6738fd844d1ff29ee460de32f41defb8890440","target":"record","created_at":"2026-06-11T01:10:14Z","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":"6e82b9fa50a3357224bf5272c78aaa883ae28d56bef32975370334c9ed0093b7","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-06-10T10:23:06Z","title_canon_sha256":"b557c0699b50975dde02a081800b48488aae28f6d8731f2d94df14493c618f59"},"schema_version":"1.0","source":{"id":"2606.11894","kind":"arxiv","version":1}},"canonical_sha256":"7e6a428be4ecc2a77148f889af554e7e5349e7da288f1574682389138c206262","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7e6a428be4ecc2a77148f889af554e7e5349e7da288f1574682389138c206262","first_computed_at":"2026-06-11T01:10:14.207661Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-11T01:10:14.207661Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3HjgR/grKyIh+2oj8jmbqgxHFvyJGV67/WaF0kyF6AJu+AsKqRXy1XKiX64JNSzLyXR2AQz3D9xOlfkPmXeyAw==","signature_status":"signed_v1","signed_at":"2026-06-11T01:10:14.208590Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.11894","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e70bbbc264c1d437111788ab4a6738fd844d1ff29ee460de32f41defb8890440","sha256:39d93bb34555c85275e304ed6b5ad5a424d8e62d39dde702dc4cc230227750c4"],"state_sha256":"d2d827ee9ca6e35d5305b4e15d05de484f3c408a4303e67d121332dc7a72f5c1"}