On the Equivalence of Consistency-Type Models: Consistency Models,
Consistent Diffusion Models, and Fokker-Planck Regularization

On the Equivalence of Consistency-Type Models: Consistency Models, Consistent Diffusion Models, and Fokker-Planck Regularization

1 June 2023

Toshimitsu Uesaka

Papers citing "On the Equivalence of Consistency-Type Models: Consistency Models, Consistent Diffusion Models, and Fokker-Planck Regularization"

10 / 10 papers shown

Title
Improving Vector-Quantized Image Modeling with Latent Consistency-Matching Diffusion Bac Nguyen and Chieh-Hsin Lai Yuhta Takida Naoki Murata Toshimitsu Uesaka Stefano Ermon Yuki Mitsufuji 70 0 0 18 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 63 3 0 11 Oct 2024
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning Ayano Hiranaka Shang-Fu Chen Chieh-Hsin Lai Dongjun Kim Naoki Murata Takashi Shibuya Wei-Hsiang Liao Shao-Hua Sun Yuki Mitsufuji 49 1 0 07 Oct 2024
Flow Map Matching Nicholas M. Boffi M. S. Albergo Eric Vanden-Eijnden 39 6 0 11 Jun 2024
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data Giannis Daras Alexandros G. Dimakis Constantinos Daskalakis 51 23 0 20 Mar 2024
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion Dongjun Kim Chieh-Hsin Lai Wei-Hsiang Liao Naoki Murata Yuhta Takida Toshimitsu Uesaka Yutong He Yuki Mitsufuji Stefano Ermon DiffM 46 180 0 01 Oct 2023
On Error Propagation of Diffusion Models Yangming Li M. Schaar DiffM 40 13 0 09 Aug 2023
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent Giannis Daras Y. Dagan A. Dimakis C. Daskalakis DiffM 59 44 0 17 Feb 2023
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration Naoki Murata Koichi Saito Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Yuki Mitsufuji Stefano Ermon DiffM 64 49 0 30 Jan 2023
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 223 799 0 27 Jan 2022