Decoupled Data Consistency with Diffusion Purification for Image
Restoration

Decoupled Data Consistency with Diffusion Purification for Image Restoration

10 March 2024

Ismail R. Alkhouri

Qing Qu

Papers citing "Decoupled Data Consistency with Diffusion Purification for Image Restoration"

11 / 11 papers shown

Title
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 43 0 0 09 Feb 2025
Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders Aditya Mishra Ahnaf Mozib Samin Ali Etemad J. Hashemi 29 0 0 13 Jan 2025
Shallow Diffuse: Robust and Invisible Watermarking through Low-Dimensional Subspaces in Diffusion Models Wenda Li Huijie Zhang Qing Qu WIGM 41 1 0 28 Oct 2024
Configurable Multilingual ASR with Speech Summary Representations Harrison Zhu Ivan Fung Yingke Zhu Lahiru Samarakoon 18 6 0 06 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching Ségolène Martin Anne Gagneux Paul Hagemann Gabriele Steidl 42 9 0 03 Oct 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors Zihui Wu Yu Sun Yifan Chen Bingliang Zhang Yisong Yue Katherine L. Bouman DiffM 22 20 0 29 May 2024
Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems Hanyu Chen Zhixiu Hao Liying Xiao DiffM 22 2 0 17 May 2024
Diffusion Models for Adversarial Purification Weili Nie Brandon Guo Yujia Huang Chaowei Xiao Arash Vahdat Anima Anandkumar WIGM 195 415 0 16 May 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 774 0 27 Jan 2022
Solving Inverse Problems with a Flow-based Noise Model Jay Whang Qi Lei A. Dimakis 56 36 0 18 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018