{"id":"W4400573524","doi":"10.1145/3641519.3657458","title":"Diffusion Texture Painting","year":2024,"lang":"en","type":"article","venue":"","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute; University of Toronto","funders":"","keywords":"Texture (cosmology); Painting; Diffusion; Computer science; Computer graphics (images); Artificial intelligence; Art; Visual arts; Image (mathematics); Physics; Thermodynamics","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":[0.0001451323,0.00005970363,0.00005002444,0.00003587583,0.0000692225,0.0003335009,0.0002199437,0.00002436167,0.0001143773],"category_scores_gemma":[0.00001789842,0.00004044475,0.00004409485,0.0002170162,0.000009317313,0.0003056678,0.0001339745,0.00006323602,0.0001538677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008679094,"about_ca_system_score_gemma":0.0000141789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227414,"about_ca_topic_score_gemma":0.000003260286,"domain_scores_codex":[0.9994817,0.00002860195,0.00006846206,0.0002084476,0.00008832341,0.0001244569],"domain_scores_gemma":[0.9997107,0.00006868833,0.000006770499,0.0001652798,0.00001605181,0.00003249725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[3.302861e-7,0.000009949326,0.0000430179,0.000008697856,0.0000107868,0.0000259719,0.0002697975,0.0002907871,0.008527554,0.1026435,0.02699635,0.8611733],"study_design_scores_gemma":[0.00002082891,0.00001011726,0.0001610498,0.00001977171,0.000001732846,0.000003965386,0.00001464801,0.9105583,0.00213645,0.002291557,0.08470702,0.00007459879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003929965,0.0003650493,0.9740007,0.002219793,0.0005551057,0.00003331618,1.601755e-7,0.0002747668,0.02215814],"genre_scores_gemma":[0.9459227,0.00001370653,0.04937477,0.0004116716,0.0002484101,0.000002049083,4.064659e-7,0.000004250312,0.004022074],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9455296,"threshold_uncertainty_score":0.3215957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006906408330993501,"score_gpt":0.2164133634336968,"score_spread":0.2095069551027033,"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."}}