{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005096656,0.0001027986,0.0001014774,0.00009522966,0.0001611426,0.000698055,0.0003075445,0.00006716977,0.00001468884],"category_scores_gemma":[0.0000733318,0.00009019717,0.00009062669,0.0002969147,0.00001276917,0.003030879,0.00004367213,0.00008735946,0.0001433787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007940827,"about_ca_system_score_gemma":0.00004371788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290102,"about_ca_topic_score_gemma":0.00006741439,"domain_scores_codex":[0.9990411,0.00004380896,0.0002662701,0.0002336508,0.0002344898,0.0001806131],"domain_scores_gemma":[0.9993795,0.00009679847,0.00005848677,0.0003039496,0.0001198562,0.00004147884],"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":[0.000007051684,0.00004322143,0.00004068216,0.0006292751,0.00005402513,0.000001073704,0.1946703,0.00002583062,0.002503382,0.6195468,0.001079606,0.1813988],"study_design_scores_gemma":[0.0001595685,0.00004436286,0.000338526,0.00003429632,0.000005817913,0.000009735235,0.0004684649,0.9610161,0.005605407,0.008831116,0.02335249,0.000134118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009159433,0.00006769348,0.9816461,0.003268013,0.0008880298,0.0004513623,0.000003742628,0.0007010575,0.003814586],"genre_scores_gemma":[0.9892052,0.000002481725,0.009903633,0.0002974553,0.00007305311,0.00008736816,0.000008170384,0.000005831128,0.0004167799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9800458,"threshold_uncertainty_score":0.673136,"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."}}