{"id":"W4402754111","doi":"10.1109/cvpr52733.2024.00186","title":"MoMask: Generative Masked Modeling of 3D Human Motions","year":2024,"lang":"en","type":"article","venue":"","topic":"Human Motion and Animation","field":"Engineering","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Generative grammar; Computer science; Artificial intelligence","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":[0.00003769207,0.00005047796,0.00005423129,0.00007784877,0.00003049706,0.00002475765,0.00002808372,0.00002466321,0.0006957177],"category_scores_gemma":[0.000001791778,0.00004716128,0.00002755026,0.00007746709,0.000006423902,0.00009268607,0.000005362052,0.00005176928,0.00007459991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001898546,"about_ca_system_score_gemma":0.000003616869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005184742,"about_ca_topic_score_gemma":0.00001213935,"domain_scores_codex":[0.9996946,0.000005633625,0.0001222015,0.0000623692,0.00005542431,0.00005976078],"domain_scores_gemma":[0.9999011,0.000003170266,0.000003446972,0.00005600215,0.00001752461,0.00001874177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[1.200848e-7,0.000009023627,0.00000482895,0.00008428402,0.00002667568,0.000001053551,0.0007215298,0.8319966,0.09154172,0.07357825,0.0009628584,0.001073031],"study_design_scores_gemma":[0.00003695623,0.000006430711,0.00004147583,0.0000238665,0.000005172786,5.488935e-7,0.00005120629,0.9961081,0.002576684,0.0009317768,0.0001682775,0.00004954859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2674251,0.0001046547,0.6752024,0.00003882243,0.0001266724,0.00005551105,0.000004696098,0.0005317504,0.05651043],"genre_scores_gemma":[0.9954906,0.000006487705,0.002949919,0.000007527407,0.00005840838,0.000004348293,0.00001291892,0.00001264877,0.001457153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7280655,"threshold_uncertainty_score":0.7617621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235685743701925,"score_gpt":0.2585214140729034,"score_spread":0.2261645566358841,"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."}}