{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2023:AME622IXTGXWDR7AFXFYGLKTT7","short_pith_number":"pith:AME622IX","schema_version":"1.0","canonical_sha256":"0309ed691799af61c7e02dcb832d539ff8accf7c6948bd9a1fde2ff2c00fb958","source":{"kind":"arxiv","id":"2306.01344","version":3},"attestation_state":"computed","paper":{"title":"Adjustable Visual Appearance for Generalizable Novel View Synthesis","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Che-Tsung Lin, David Nilsson, Fredrik Kahl, Josef Bengtson, Marcel B\\\"usching","submitted_at":"2023-06-02T08:17:04Z","abstract_excerpt":"We present a generalizable novel view synthesis method which enables modifying the visual appearance of an observed scene so rendered views match a target weather or lighting condition without any scene specific training or access to reference views at the target condition. Our method is based on a pretrained generalizable transformer architecture and is fine-tuned on synthetically generated scenes under different appearance conditions. This allows for rendering novel views in a consistent manner for 3D scenes that were not included in the training set, along with the ability to (i) modify the"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2306.01344","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2023-06-02T08:17:04Z","cross_cats_sorted":[],"title_canon_sha256":"3659e56106c83fcb7ecbb6fcf97f6d08a6ac0b73d17619c4fcc411b73e47c9d5","abstract_canon_sha256":"293a6787d08ace94c920fdcdde8ec2d16b0f778823abff3e4b6ff77c97fb7172"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:37:49.652609Z","signature_b64":"35+H4aKVKPoShqUJD5U27QJjedQZygVIGa25J1uQ2RU1qmgsmX8eLlDb6zsAts317GDzy0WLLotfI5uA32nvDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0309ed691799af61c7e02dcb832d539ff8accf7c6948bd9a1fde2ff2c00fb958","last_reissued_at":"2026-07-05T07:37:49.652057Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:37:49.652057Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Adjustable Visual Appearance for Generalizable Novel View Synthesis","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Che-Tsung Lin, David Nilsson, Fredrik Kahl, Josef Bengtson, Marcel B\\\"usching","submitted_at":"2023-06-02T08:17:04Z","abstract_excerpt":"We present a generalizable novel view synthesis method which enables modifying the visual appearance of an observed scene so rendered views match a target weather or lighting condition without any scene specific training or access to reference views at the target condition. Our method is based on a pretrained generalizable transformer architecture and is fine-tuned on synthetically generated scenes under different appearance conditions. This allows for rendering novel views in a consistent manner for 3D scenes that were not included in the training set, along with the ability to (i) modify the"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.01344","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2306.01344/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2306.01344","created_at":"2026-07-05T07:37:49.652114+00:00"},{"alias_kind":"arxiv_version","alias_value":"2306.01344v3","created_at":"2026-07-05T07:37:49.652114+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.01344","created_at":"2026-07-05T07:37:49.652114+00:00"},{"alias_kind":"pith_short_12","alias_value":"AME622IXTGXW","created_at":"2026-07-05T07:37:49.652114+00:00"},{"alias_kind":"pith_short_16","alias_value":"AME622IXTGXWDR7A","created_at":"2026-07-05T07:37:49.652114+00:00"},{"alias_kind":"pith_short_8","alias_value":"AME622IX","created_at":"2026-07-05T07:37:49.652114+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7","json":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7.json","graph_json":"https://pith.science/api/pith-number/AME622IXTGXWDR7AFXFYGLKTT7/graph.json","events_json":"https://pith.science/api/pith-number/AME622IXTGXWDR7AFXFYGLKTT7/events.json","paper":"https://pith.science/paper/AME622IX"},"agent_actions":{"view_html":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7","download_json":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7.json","view_paper":"https://pith.science/paper/AME622IX","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2306.01344&json=true","fetch_graph":"https://pith.science/api/pith-number/AME622IXTGXWDR7AFXFYGLKTT7/graph.json","fetch_events":"https://pith.science/api/pith-number/AME622IXTGXWDR7AFXFYGLKTT7/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7/action/timestamp_anchor","attest_storage":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7/action/storage_attestation","attest_author":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7/action/author_attestation","sign_citation":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7/action/citation_signature","submit_replication":"https://pith.science/pith/AME622IXTGXWDR7AFXFYGLKTT7/action/replication_record"}},"created_at":"2026-07-05T07:37:49.652114+00:00","updated_at":"2026-07-05T07:37:49.652114+00:00"}