{"url":"/method/otm","slug":"otm","name":"OTM","full_name":"Optimal Transport Modeling","full_name_withheld":false,"description_markdown":null,"description_state":"absent","introduced_year":null,"introduced_by":{"title":"Generative Modeling with Optimal Transport Maps","paper":"/paper/generative-modeling-with-optimal-transport","first_author":"Litu Rout","n_authors":3,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/generative-modeling-with-optimal-transport"},"source":{"url":"https://arxiv.org/abs/2110.02999v2","title":"Generative Modeling with Optimal Transport Maps","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":5,"archive_num_papers":5,"papers_newest_first":[{"paper":"/paper/spechub-provable-acceleration-to-multi-draft","title":"SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding","date":"2024-11-08","arxiv_id":"2411.05289","n_code_links":1,"syntology":{"ran":9,"of":21,"unverified":12,"pointer_only":21}},{"paper":null,"title":"Short-maturity Asian options in local-stochastic volatility models","date":"2024-09-12","arxiv_id":"2409.08377","n_code_links":0,"syntology":null},{"paper":null,"title":"Short-maturity asymptotics for VIX and European options in local-stochastic volatility models","date":"2024-07-23","arxiv_id":"2407.16813","n_code_links":0,"syntology":null},{"paper":null,"title":"An Ensemble Semi-Supervised Adaptive Resonance Theory Model with Explanation Capability for Pattern Classification","date":"2023-05-19","arxiv_id":"2305.14373","n_code_links":0,"syntology":null},{"paper":"/paper/generative-modeling-with-optimal-transport","title":"Generative Modeling with Optimal Transport Maps","date":"2021-10-06","arxiv_id":"2110.02999","n_code_links":2,"syntology":{"ran":1,"of":2,"unverified":1,"pointer_only":2}}],"papers_shown":5,"tasks":[{"task":"/task/attribute","name":"Attribute","papers":1},{"task":"/task/colorization","name":"Colorization","papers":1},{"task":"/task/denoising","name":"Denoising","papers":1},{"task":"/task/image-generation","name":"Image Generation","papers":1},{"task":"/task/image-restoration","name":"Image Restoration","papers":1}],"tasks_shown":5,"n_tasks":5,"usage_by_year":[{"year":"2021","papers":1},{"year":"2023","papers":1},{"year":"2024","papers":3}],"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/otm"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}