{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:OD23U3GIQFVENWB2W55SE2LBEZ","short_pith_number":"pith:OD23U3GI","schema_version":"1.0","canonical_sha256":"70f5ba6cc8816a46d83ab77b22696126590eb63fea5855862a05fae3e806bac9","source":{"kind":"arxiv","id":"2404.14676","version":2},"attestation_state":"computed","paper":{"title":"DreamPBR: Text-driven Generation of High-resolution SVBRDF with Multi-modal Guidance","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.GR"],"primary_cat":"cs.CV","authors_text":"Duan Gao, Jinfu Wei, Linxuan Xin, Wei Gao, Zheng Zhang","submitted_at":"2024-04-23T02:04:53Z","abstract_excerpt":"Prior material creation methods had limitations in producing diverse results mainly because reconstruction-based methods relied on real-world measurements and generation-based methods were trained on relatively small material datasets. To address these challenges, we propose DreamPBR, a novel diffusion-based generative framework designed to create spatially-varying appearance properties guided by text and multi-modal controls, providing high controllability and diversity in material generation. Key to achieving diverse and high-quality PBR material generation lies in integrating the capabiliti"},"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":"2404.14676","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-04-23T02:04:53Z","cross_cats_sorted":["cs.GR"],"title_canon_sha256":"12e0b70effdf6f8bc98dd514562645554960311351f6a04d8d75edb4a7751f9c","abstract_canon_sha256":"5a0f609ffb8ce626800d29242b10645d509093e54c545fb6d96e4dfaaed8ba8a"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:38:37.479047Z","signature_b64":"6JowMsQpSrVxLROeJsfvifVcTnlIk5myPWKPAxpx9FrATOonN5vTs1atJKnYhuulqE/+EVDL38AiFxYIyIOhAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"70f5ba6cc8816a46d83ab77b22696126590eb63fea5855862a05fae3e806bac9","last_reissued_at":"2026-07-05T08:38:37.478585Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:38:37.478585Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"DreamPBR: Text-driven Generation of High-resolution SVBRDF with Multi-modal Guidance","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.GR"],"primary_cat":"cs.CV","authors_text":"Duan Gao, Jinfu Wei, Linxuan Xin, Wei Gao, Zheng Zhang","submitted_at":"2024-04-23T02:04:53Z","abstract_excerpt":"Prior material creation methods had limitations in producing diverse results mainly because reconstruction-based methods relied on real-world measurements and generation-based methods were trained on relatively small material datasets. To address these challenges, we propose DreamPBR, a novel diffusion-based generative framework designed to create spatially-varying appearance properties guided by text and multi-modal controls, providing high controllability and diversity in material generation. Key to achieving diverse and high-quality PBR material generation lies in integrating the capabiliti"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.14676","kind":"arxiv","version":2},"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/2404.14676/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":"2404.14676","created_at":"2026-07-05T08:38:37.478643+00:00"},{"alias_kind":"arxiv_version","alias_value":"2404.14676v2","created_at":"2026-07-05T08:38:37.478643+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.14676","created_at":"2026-07-05T08:38:37.478643+00:00"},{"alias_kind":"pith_short_12","alias_value":"OD23U3GIQFVE","created_at":"2026-07-05T08:38:37.478643+00:00"},{"alias_kind":"pith_short_16","alias_value":"OD23U3GIQFVENWB2","created_at":"2026-07-05T08:38:37.478643+00:00"},{"alias_kind":"pith_short_8","alias_value":"OD23U3GI","created_at":"2026-07-05T08:38:37.478643+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/OD23U3GIQFVENWB2W55SE2LBEZ","json":"https://pith.science/pith/OD23U3GIQFVENWB2W55SE2LBEZ.json","graph_json":"https://pith.science/api/pith-number/OD23U3GIQFVENWB2W55SE2LBEZ/graph.json","events_json":"https://pith.science/api/pith-number/OD23U3GIQFVENWB2W55SE2LBEZ/events.json","paper":"https://pith.science/paper/OD23U3GI"},"agent_actions":{"view_html":"https://pith.science/pith/OD23U3GIQFVENWB2W55SE2LBEZ","download_json":"https://pith.science/pith/OD23U3GIQFVENWB2W55SE2LBEZ.json","view_paper":"https://pith.science/paper/OD23U3GI","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2404.14676&json=true","fetch_graph":"https://pith.science/api/pith-number/OD23U3GIQFVENWB2W55SE2LBEZ/graph.json","fetch_events":"https://pith.science/api/pith-number/OD23U3GIQFVENWB2W55SE2LBEZ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/OD23U3GIQFVENWB2W55SE2LBEZ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/OD23U3GIQFVENWB2W55SE2LBEZ/action/storage_attestation","attest_author":"https://pith.science/pith/OD23U3GIQFVENWB2W55SE2LBEZ/action/author_attestation","sign_citation":"https://pith.science/pith/OD23U3GIQFVENWB2W55SE2LBEZ/action/citation_signature","submit_replication":"https://pith.science/pith/OD23U3GIQFVENWB2W55SE2LBEZ/action/replication_record"}},"created_at":"2026-07-05T08:38:37.478643+00:00","updated_at":"2026-07-05T08:38:37.478643+00:00"}