MonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein
Gradient Flows

MonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein Gradient Flows

2 February 2023

Papers citing "MonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein Gradient Flows"

11 / 11 papers shown

Title
Properties of Wasserstein Gradient Flows for the Sliced-Wasserstein Distance Christophe Vauthier Quentin Mérigot Anna Korba 42 0 0 10 Feb 2025
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin Qiang Zhang Richard Zhang William T. Freeman F. Durand Eli Shechtman Xun Huang VGen DiffM 81 5 0 10 Dec 2024
Inclusive KL Minimization: A Wasserstein-Fisher-Rao Gradient Flow Perspective Jia-Jie Zhu 68 1 0 31 Oct 2024
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation Shengyuan Zhang Ling Yang Z. Li An Zhao Chenye Meng Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun 32 0 0 28 Aug 2024
Forward-Euler time-discretization for Wasserstein gradient flows can be wrong Yewei Xu Qin Li 29 1 0 12 Jun 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 44 94 0 23 May 2024
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 124 219 0 30 Nov 2023
Bridging the Gap Between Variational Inference and Wasserstein Gradient Flows Mingxuan Yi Song Liu DRL 27 8 0 31 Oct 2023
Unifying GANs and Score-Based Diffusion as Generative Particle Models Jean-Yves Franceschi Mike Gartrell Ludovic Dos Santos Thibaut Issenhuth Emmanuel de Bezenac Mickaël Chen A. Rakotomamonjy DiffM 18 20 0 25 May 2023
Minimizing $f$ -Divergences by Interpolating Velocity Fields Song Liu Jiahao Yu J. Simons Mingxuan Yi Mark Beaumont 26 2 0 24 May 2023
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018