{"url":"/method/pfgm","slug":"pfgm","name":"PFGM","full_name":"Poisson Flow Generative Models","full_name_withheld":false,"description_markdown":null,"description_state":"absent","introduced_year":null,"introduced_by":{"title":"Poisson Flow Generative Models","paper":"/paper/poisson-flow-generative-models","first_author":"Yilun Xu","n_authors":4,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/poisson-flow-generative-models"},"source":{"url":"https://arxiv.org/abs/2209.11178v4","title":"Poisson Flow Generative Models","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"Computer Vision","area_id":"computer-vision","collection":"Generative Models","url":"/methods/category/generative-models","pwc_aliases":[]}],"n_papers_tagged":3,"archive_num_papers":3,"papers_newest_first":[{"paper":null,"title":"ResPF: Residual Poisson Flow for Efficient and Physically Consistent Sparse-View CT Reconstruction","date":"2025-06-06","arxiv_id":"2506.06400","n_code_links":0,"syntology":null},{"paper":"/paper/pfgm-unlocking-the-potential-of-physics","title":"PFGM++: Unlocking the Potential of Physics-Inspired Generative Models","date":"2023-02-08","arxiv_id":"2302.04265","n_code_links":1,"syntology":{"ran":2,"of":3,"unverified":1,"pointer_only":3}},{"paper":"/paper/poisson-flow-generative-models","title":"Poisson Flow Generative Models","date":"2022-09-22","arxiv_id":"2209.11178","n_code_links":1,"syntology":{"ran":1,"of":1,"unverified":0,"pointer_only":0}}],"papers_shown":3,"tasks":[{"task":"/task/image-generation","name":"Image Generation","papers":3},{"task":"/task/ct-reconstruction","name":"CT Reconstruction","papers":1},{"task":"/task/computed-tomography-ct","name":"Computed Tomography (CT)","papers":1},{"task":"/task/image-reconstruction","name":"Image Reconstruction","papers":1},{"task":"/task/2048","name":"Playing the Game of 2048","papers":1}],"tasks_shown":5,"n_tasks":5,"usage_by_year":[{"year":"2022","papers":1},{"year":"2023","papers":1},{"year":"2025","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/pfgm"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}