{"id":"W4413156811","doi":"10.1109/cvpr52734.2025.01517","title":"Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects","year":2025,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Inpainting; Computer science; Computer graphics (images); Computer vision; Artificial intelligence; Image (mathematics)","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":[0.0003953158,0.00008017635,0.000147457,0.0002226532,0.00008589303,0.00007408831,0.0004415184,0.00003651287,0.000001947172],"category_scores_gemma":[0.00009563725,0.00007394404,0.00006100385,0.000640875,0.00002025665,0.0001896257,0.0002854778,0.00004334836,3.054235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001016378,"about_ca_system_score_gemma":0.00004971902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001517836,"about_ca_topic_score_gemma":0.00001150549,"domain_scores_codex":[0.9992476,0.00002527777,0.0002718681,0.0002166597,0.00009910471,0.0001394504],"domain_scores_gemma":[0.9992394,0.0001719263,0.0001048942,0.0002518945,0.0002119043,0.00001990763],"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":[5.158532e-7,0.0000276709,0.000376072,0.00009389039,0.000008483166,1.814866e-7,0.0002169043,0.000003539538,0.0002651202,0.8520529,0.0004269696,0.1465277],"study_design_scores_gemma":[0.0003378209,0.00008039606,0.0005137905,0.0003613328,0.000005794958,7.621119e-7,0.00006355739,0.9172751,0.05477037,0.01948795,0.006942567,0.0001605454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0009713954,0.00006437144,0.9935586,0.0001233573,0.0002666935,0.000226524,0.000001444186,0.0002701149,0.00451747],"genre_scores_gemma":[0.6993729,0.00001713397,0.2999982,0.0004205188,0.00004070124,0.00002387811,0.000001625244,0.000004127157,0.0001209868],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9172716,"threshold_uncertainty_score":0.3015351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850336385832064,"score_gpt":0.313735692721188,"score_spread":0.2952323288628673,"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."}}