{"id":11180,"date":"2025-06-15T20:02:11","date_gmt":"2025-06-15T11:02:11","guid":{"rendered":"https:\/\/www.ibs.re.kr\/bimag\/?post_type=tribe_events&p=11180"},"modified":"2025-06-15T20:02:11","modified_gmt":"2025-06-15T11:02:11","slug":"u-jin-choi-simulation-free-schrodinger-bridges-via-score-and-flow-matching-by-tong-et-al-aistats-2024","status":"publish","type":"tribe_events","link":"https:\/\/www.ibs.re.kr\/bimag\/event\/u-jin-choi-simulation-free-schrodinger-bridges-via-score-and-flow-matching-by-tong-et-al-aistats-2024\/","title":{"rendered":"U Jin Choi – Simulation-Free Schrodinger Bridges Via Score and Flow Matching (by Tong et al, AISTATS 2024)."},"content":{"rendered":"

Abstract: \uc784\uc758\ub85c\u00a0\uc815\ud55c\u00a0Initial\u00a0Distribution\u00a0Q1\u00a0\uc640\u00a0Terminal\u00a0Distribution\u00a0Q2\uac00\u00a0\uc8fc\uc5b4\u00a0\uc84c\uc744\u00a0\ub54c\u00a0\uc2dc\uc810\uacfc\u00a0\uc885\uc810\u00a0\uc0ac\uc774\uc758\u00a0contiinious\u00a0time\uc0c1\uc5d0\u00a0\u00a0\uc815\uc758\u00a0\ub418\ub294\u00a0\uc758\ubbf8\u00a0\uc788\ub294\u00a0\ucd5c\uc801\uc758\u00a0Probability\u00a0Path\u00a0Measure\u00a0P\u00a0\ub97c\u00a0\ucc3e\ub294\u00a0Schrodinger\u00a0Bridges\u00a0Problem\u00a0\uc740\u00a0\uc790\uc5f0\uacfc\ud559,\uacf5\ud559,\u00a0\uc758\ub8cc\u00a0\ubc0f\u00a0\uc0dd\uba85\uacf5\ud559,\uacbd\uc81c\ud559\u00a0\ubc0f\u00a0\uae08\uc735\uacf5\ud559\u00a0\ub4f1\uc758\u00a0\uc5ec\ub7ec\u00a0\ubd84\uc57c\uc5d0\u00a0\ub098\ud0c0\ub098\ub294\u00a0\ubaa8\ub378\ub4e4\uc744\u00a0\ud478\ub294\u00a0Unified\u00a0AI\u00a0Model\u00a0\uc0ac\uc6a9\u00a0\ub418\uace0\u00a0\uc788\uc2b5\ub2c8\ub2e4.\u00a0Schrodinger\u00a0Bridges\u00a0Problem\uc740\u00a0\u00a0\uc720\uc77c\ud55c\u00a0\ud574\uac00\u00a0\uc874\uc7ac\u00a0\ud558\ub294\u00a0\uc815\ub9ac\ub294(\u00a0Follmer,1988)\u00a0\u00a0\uc99d\uba85\u00a0\ub418\uc5c8\uc73c\ubbc0\ub85c\u00a0\ub370\uc774\ud130\ub97c\u00a0\uc774\uc6a9\ud558\uc5ec\u00a0\u00a0Neural\u00a0Network\u00a0Models\uc5d0\u00a0\ub300\ud55c\u00a0\ud6a8\uc728\uc801\uc73c\ub85c\u00a0\ud559\uc2b5\ubc29\ubc95,\u00a0\u00a0\ube60\ub978\u00a0\uc54c\uace0\ub9ac\uc998\u00a0\uc5f0\uad6c\uc5d0\u00a0\uc9d1\uc911\u00a0\ub418\uace0\u00a0\uc788\uc2b5\ub2c8\ub2e4.\u00a0Tong\u00a0et\u00a0al\u00a0\uc5f0\uad6c\ud300\uc740\u00a02023\ub144\u00a0\ubd80\ud130\u00a0ODE\uc5d0\u00a0\uae30\ubc18\ud55c\u00a0\ud68d\uae30\uc801\uc778\u00a0\uc0dd\uc131\ubaa8\ub378\uc778\u00a0\u00a0Flow\u00a0Matching\u00a0for\u00a0Generative\u00a0Modeling\u00a0\uae30\ubc95\uc744\u00a0\u00a0SDE\u00a0\uae30\ubc18\u00a0Diffusion\u00a0Generative\u00a0Models\uc5d0\u00a0\uc811\ubaa9\ud558\uc5ec\u00a0Schrodinger\u00a0Bridges\u00a0Problem\uc758\u00a0\ud574\ubc95\uc744\u00a0\uc81c\uc2dc\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"

Abstract: 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Jin Choi - Simulation-Free Schrodinger Bridges Via Score and Flow Matching (by Tong et al, AISTATS 2024). - Biomedical Mathematics Group<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ibs.re.kr\/bimag\/event\/u-jin-choi-simulation-free-schrodinger-bridges-via-score-and-flow-matching-by-tong-et-al-aistats-2024\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"U Jin Choi - Simulation-Free Schrodinger Bridges Via Score and Flow Matching (by Tong et al, AISTATS 2024). - Biomedical Mathematics Group\" \/>\n<meta property=\"og:description\" content=\"Abstract: 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