{"id":"W4386075629","doi":"10.1109/cvpr52729.2023.01360","title":"Neural Fourier Filter Bank","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Artificial neural network; Fourier transform; Grid; Perceptron; Filter (signal processing); Artificial intelligence; Wavelet; Code (set theory); Algorithm; Convergence (economics); Compact space; Pattern recognition (psychology); Computer vision; Set (abstract data type); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007194061,0.0007402548,0.0006565183,0.0007735504,0.0003938796,0.0009300479,0.001106239,0.001277604,0.0100326],"category_scores_gemma":[0.002266125,0.000454747,0.0008469993,0.0007995036,0.0004114675,0.001371608,0.0009316684,0.001290999,0.005010539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000549265,"about_ca_system_score_gemma":0.0009804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003458572,"about_ca_topic_score_gemma":0.004825573,"domain_scores_codex":[0.9996789,0.00005093442,0.00001534104,0.00006484321,0.0001501026,0.00003991066],"domain_scores_gemma":[0.99958,0.0001263375,0.00002931221,0.00009757487,0.0001359138,0.00003086423],"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":[0.0002594063,0.0001458679,0.0010146,0.0002207143,0.0001674548,0.0002377746,0.0001121341,0.164107,0.04888279,0.05235073,0.02556447,0.7069371],"study_design_scores_gemma":[0.00001672403,0.00003160217,0.0002687563,0.00001788565,0.00001976391,0.0001641291,0.00001126266,0.9653265,0.01250002,0.00769797,0.0139254,0.00001998991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003386631,0.0002131361,0.9923563,0.0001129487,0.0001308367,0.00002340691,0.0002041177,0.001210706,0.002361988],"genre_scores_gemma":[0.1009323,0.0005470193,0.8810866,0.0002909348,0.0001559488,0.0001857814,0.001079626,0.0003901311,0.01533162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0100326,"threshold_uncertainty_score":0.03356236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781517873776084,"score_gpt":0.2940206978117099,"score_spread":0.266205519073949,"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."}}