Score-based Generative Modeling Secretly Minimizes the Wasserstein
Distance

Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance

13 December 2022

Papers citing "Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance"

11 / 11 papers shown

Title
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients Stefano Bruno Sotirios Sabanis DiffM 55 1 0 06 May 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models Bin Wu Wuxuan Shi Jinqiao Wang Mang Ye CLL VLM 61 0 0 06 Mar 2025
Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport Mingyang Sun Pengxiang Ding Weinan Zhang Donglin Wang OT 88 0 0 24 Feb 2025
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps Henry Li Ronen Basri Y. Kluger DiffM 64 2 0 13 Jan 2025
Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance Marta Gentiloni-Silveri Antonio Ocello 50 3 0 04 Jan 2025
Neural Entropy Akhil Premkumar DiffM 36 0 0 05 Sep 2024
Generating Physical Dynamics under Priors Zihan Zhou Xiaoxue Wang Tianshu Yu DiffM AI4CE 77 0 0 01 Sep 2024
A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models Gen Li Yuting Wei Yuejie Chi Yuxin Chen DiffM 47 22 0 05 Aug 2024
On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates Stefano Bruno Ying Zhang Dong-Young Lim Ömer Deniz Akyildiz Sotirios Sabanis DiffM 43 4 0 22 Nov 2023
Closed-Form Diffusion Models Christopher Scarvelis Haitz Sáez de Ocáriz Borde Justin Solomon DiffM 98 9 0 19 Oct 2023
Efficient Solution to the 3D Problem of Automatic Wall Paintings Reassembly A. S. Keys Dimitris Arabadjis C. Iacovella Panayiotis Rousopoulos S. Glotzer Michail Panagopoulos Lena Papazoglou-Manioudaki 3DV 70 134 0 10 Oct 2012