{"id":"W4402917251","doi":"10.1109/cvprw63382.2024.00625","title":"ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer","year":2024,"lang":"en","type":"article","venue":"","topic":"Random lasers and scattering media","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Transformer; Fourier transform; Electrical engineering; Physics; Voltage; Engineering","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":[0.0005647313,0.0009161304,0.0006259757,0.0006363725,0.0003098743,0.0007852999,0.001386076,0.0006787427,0.003476053],"category_scores_gemma":[0.00182488,0.0003236764,0.0006980926,0.0004362379,0.0006195513,0.001507945,0.001521199,0.00127809,0.001617432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005505953,"about_ca_system_score_gemma":0.0007535301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326125,"about_ca_topic_score_gemma":0.00567649,"domain_scores_codex":[0.9996854,0.00004937213,0.00001136602,0.00007094348,0.0001387401,0.00004426188],"domain_scores_gemma":[0.9995475,0.0001364615,0.00004339375,0.0001302157,0.0001040022,0.00003841563],"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":[0.0004329823,0.0001581977,0.0009080476,0.0002449207,0.0001002973,0.0002567575,0.0002129686,0.0809222,0.1784318,0.0120469,0.008969013,0.7173159],"study_design_scores_gemma":[0.00003231166,0.0001084511,0.0005134232,0.00001650282,0.00003281777,0.0003736144,0.00004789402,0.911247,0.07292835,0.008928831,0.005745986,0.00002491322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01675761,0.0002731333,0.9782322,0.0001342694,0.00005430203,0.00005641474,0.00008925917,0.002188401,0.002214488],"genre_scores_gemma":[0.3518196,0.0007102108,0.6362038,0.0004587541,0.00008428073,0.00009748636,0.000612296,0.0008201029,0.00919348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003476053,"threshold_uncertainty_score":0.01162857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007214221048748716,"score_gpt":0.2255804843691499,"score_spread":0.2183662633204012,"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."}}