{"id":"W4387195417","doi":"10.1145/3626235","title":"Diffusion Models: A Comprehensive Survey of Methods and Applications","year":2023,"lang":"en","type":"review","venue":"ACM Computing Surveys","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":1387,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; HEC Montréal","funders":"","keywords":"Computer science; Data science; Generative grammar; Key (lock); Focus (optics); Generative model; Diffusion; Artificial intelligence; Machine learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2337787555715836,"score_gpt":0.422125356263777,"score_spread":0.1883466006921934,"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."}}