{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:FSXHDPWWIGBZODQWIK2VAYD7W3","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":"61b8f016e3a636a57da9763e705eed0972b0dd6d5baacb1111b10584942c283e","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-20T07:27:46Z","title_canon_sha256":"9117cd0f11d2a77c08517c9416f326ceee8eef9b310e65ddc44a5d5683e83dff"},"schema_version":"1.0","source":{"id":"2503.15908","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.15908","created_at":"2026-07-05T10:36:01Z"},{"alias_kind":"arxiv_version","alias_value":"2503.15908v1","created_at":"2026-07-05T10:36:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.15908","created_at":"2026-07-05T10:36:01Z"},{"alias_kind":"pith_short_12","alias_value":"FSXHDPWWIGBZ","created_at":"2026-07-05T10:36:01Z"},{"alias_kind":"pith_short_16","alias_value":"FSXHDPWWIGBZODQW","created_at":"2026-07-05T10:36:01Z"},{"alias_kind":"pith_short_8","alias_value":"FSXHDPWW","created_at":"2026-07-05T10:36:01Z"}],"graph_snapshots":[{"event_id":"sha256:95db82f79091ed48033baa99bf4cea7ed19b95845d71ac2e94230eb09838b471","target":"graph","created_at":"2026-07-05T10:36:01Z","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/2503.15908/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent methods, such as Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS), have demonstrated remarkable capabilities in novel view synthesis. However, despite their success in producing high-quality images for viewpoints similar to those seen during training, they struggle when generating detailed images from viewpoints that significantly deviate from the training set, particularly in close-up views. The primary challenge stems from the lack of specific training data for close-up views, leading to the inability of current methods to render these views accurately. To address this i","authors_text":"Jiatong Xia, Libo Sun, Lingqiao Liu","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-20T07:27:46Z","title":"Enhancing Close-up Novel View Synthesis via Pseudo-labeling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.15908","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":"sha256:8757d1581f2c53a5e93275b5b8993bcf9a5501f895b8264b15740e39dd59357a","target":"record","created_at":"2026-07-05T10:36:01Z","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":"61b8f016e3a636a57da9763e705eed0972b0dd6d5baacb1111b10584942c283e","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-03-20T07:27:46Z","title_canon_sha256":"9117cd0f11d2a77c08517c9416f326ceee8eef9b310e65ddc44a5d5683e83dff"},"schema_version":"1.0","source":{"id":"2503.15908","kind":"arxiv","version":1}},"canonical_sha256":"2cae71bed64183970e1642b550607fb6f0ca55e5dcae4a3c1d5e20fccb3b50ab","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2cae71bed64183970e1642b550607fb6f0ca55e5dcae4a3c1d5e20fccb3b50ab","first_computed_at":"2026-07-05T10:36:01.290595Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:36:01.290595Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1RY9SYA6JDVCcsTsABhRGsvMakxLQssaD6TasLVIkdt03hAs70hrDOr9QW9kZIOK0ek7t0Lc2CwpAuCzciPIAA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:36:01.291070Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.15908","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8757d1581f2c53a5e93275b5b8993bcf9a5501f895b8264b15740e39dd59357a","sha256:95db82f79091ed48033baa99bf4cea7ed19b95845d71ac2e94230eb09838b471"],"state_sha256":"17911f97eb1f58d0d2f1772fff2d55e7e0ca91fca80c3841744cbffcfaefb981"}