{"id":"W4410857691","doi":"10.1016/j.cviu.2025.104387","title":"Continuous conditional video synthesis by neural processes","year":2025,"lang":"en","type":"article","venue":"Computer Vision and Image Understanding","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Artificial intelligence; Artificial neural network; Computer vision; Pattern recognition (psychology)","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":[0.0007472546,0.0007591904,0.000521596,0.0004589998,0.0001776308,0.0008618441,0.0009511726,0.0007019773,0.003342084],"category_scores_gemma":[0.002174044,0.0003925756,0.0009455894,0.0004765279,0.0005929665,0.001017292,0.0009372758,0.001141898,0.0008199028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007493826,"about_ca_system_score_gemma":0.0006883027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00528387,"about_ca_topic_score_gemma":0.005809195,"domain_scores_codex":[0.9996938,0.00006524315,0.00001545957,0.0001198601,0.00007629545,0.00002936205],"domain_scores_gemma":[0.9994963,0.0002948663,0.00005223535,0.00006099999,0.00006929212,0.00002619709],"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":[0.0001886869,0.00004921361,0.0004968211,0.000126559,0.00006472055,0.0001066006,0.00007078141,0.7972313,0.01582947,0.03983738,0.00220702,0.1437915],"study_design_scores_gemma":[0.000003828945,0.0000091516,0.00004714034,0.000004391941,0.000005146936,0.00001326721,0.000002104613,0.9928218,0.001487421,0.005127064,0.0004752948,0.000003532606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006615085,0.0002413031,0.9906347,0.00009665189,0.00003694571,0.00001960171,0.0001356524,0.0006816579,0.001538252],"genre_scores_gemma":[0.6455206,0.000916668,0.341019,0.0001886623,0.0001181764,0.0002012485,0.001073375,0.0004097213,0.01055256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00528387,"threshold_uncertainty_score":0.0111804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01522651987036209,"score_gpt":0.2793991624753753,"score_spread":0.2641726426050132,"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."}}