{"id":"W4390872205","doi":"10.1109/iccv51070.2023.00385","title":"TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models","year":2023,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute; University of Toronto","funders":"","keywords":"Computer science; Diffusion; Computer vision; Artificial intelligence; Image (mathematics); Computer graphics (images); Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002964272,0.0001891025,0.0001775899,0.0003905851,0.0002553606,0.0003688881,0.0008259703,0.00006555628,0.00002464833],"category_scores_gemma":[0.00001376364,0.000134919,0.00006144123,0.001414643,0.00004596189,0.0004829772,0.0006699823,0.00009899268,0.00003495603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001603417,"about_ca_system_score_gemma":0.00003995077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005562828,"about_ca_topic_score_gemma":0.00001105236,"domain_scores_codex":[0.9985035,0.00005173112,0.00023921,0.0004931578,0.0004087597,0.0003036341],"domain_scores_gemma":[0.9989172,0.0001079271,0.00007658983,0.000652649,0.0001455946,0.0001000863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004375065,0.00007446136,0.0002536255,0.00002704836,0.00001504145,0.00004993727,0.0005839764,0.0001846711,0.00430387,0.9396286,0.02131738,0.033557],"study_design_scores_gemma":[0.0001539565,0.00006608105,0.0006187971,0.00006564576,0.000003544718,0.00001944769,0.00002002805,0.9615628,0.005842906,0.02885162,0.002533863,0.0002613592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007083438,0.00002883596,0.9823899,0.0006003166,0.00008086997,0.0002076071,9.79936e-7,0.002171815,0.007436294],"genre_scores_gemma":[0.8138111,0.0001797308,0.1839337,0.0008107447,0.00007743006,0.00004414376,0.000006501633,0.00003434835,0.001102236],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9613781,"threshold_uncertainty_score":0.5501837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997042724517896,"score_gpt":0.2856906056459095,"score_spread":0.2557201784007305,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}