{"id":"W4394593074","doi":"10.1109/wacv57701.2024.00147","title":"HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information","year":2024,"lang":"en","type":"article","venue":"","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hallucinating; Modality (human–computer interaction); Computer science; Artificial intelligence; Computer vision","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005508917,0.0008857015,0.000562913,0.0005818609,0.0002295675,0.000776263,0.001154425,0.000603935,0.005262462],"category_scores_gemma":[0.001989953,0.0003048448,0.000886779,0.00041867,0.0007082674,0.00129169,0.001804179,0.000865204,0.002961439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575464,"about_ca_system_score_gemma":0.0004284384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757405,"about_ca_topic_score_gemma":0.002056106,"domain_scores_codex":[0.9996887,0.00005037413,0.000009450308,0.00009477298,0.0001135695,0.00004308769],"domain_scores_gemma":[0.9996258,0.00008081261,0.0000294471,0.00014218,0.00008485638,0.00003689174],"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":[0.0009687725,0.0002833363,0.002490142,0.000332216,0.0001751378,0.0004337035,0.0002818091,0.05724699,0.1332169,0.009779577,0.02549278,0.7692986],"study_design_scores_gemma":[0.00004129754,0.0002790943,0.001307544,0.00003003271,0.00004775491,0.0008465334,0.00007026517,0.8815851,0.0928216,0.009945963,0.01297136,0.00005343076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01861342,0.0002674093,0.9678738,0.0001843577,0.0001365832,0.0001023705,0.0004182445,0.009428265,0.00297551],"genre_scores_gemma":[0.4284471,0.0007398634,0.5522564,0.0006476607,0.0002005854,0.000271803,0.002205345,0.001410156,0.01382105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005262462,"threshold_uncertainty_score":0.01760471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026776084005899,"score_gpt":0.2698122995653395,"score_spread":0.2395445387252805,"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."}}