v1v2v3 (latest)

RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior

19 February 2025

Ching Hua Lee

Chouchang Yang

Jaejin Cho

Yashas Malur Saidutta

Papers citing "RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior"

50 / 59 papers shown

Title
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 257 22 0 24 May 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 167 48 0 12 Mar 2024
DiffEnc: Variational Diffusion with a Learned Encoder Beatrix M. G. Nielsen Anders Christensen Andrea Dittadi Ole Winther DiffM 175 14 0 30 Oct 2023
DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform Generation Roi Benita Michael Elad Joseph Keshet DiffM 188 8 0 02 Oct 2023
Denoising Diffusion Bridge Models Linqi Zhou Aaron Lou Samar Khanna Stefano Ermon DiffM 200 99 0 29 Sep 2023
Diffusion Models for Image Restoration and Enhancement: A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 157 100 0 18 Aug 2023
Image generation with shortest path diffusion Ayan Das Stathi Fotiadis Anil Batra F. Nabiei FengTing Liao Sattar Vakili Da-shan Shiu A. Bernacchia 90 11 0 01 Jun 2023
Direct Diffusion Bridge using Data Consistency for Inverse Problems Hyungjin Chung Jeongsol Kim Jong Chul Ye DiffM 130 62 0 31 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 135 56 0 23 May 2023
Denoising Diffusion Models for Plug-and-Play Image Restoration Yuanzhi Zhu Peng Sun Christos Sakaridis Jingyun Liang Bihan Wen Radu Timofte Luc Van Gool DiffM 168 253 0 15 May 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 109 130 0 17 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo Zhang Bo Dai DiffM 179 214 0 03 Apr 2023
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models Haohe Liu Zehua Chen Yiitan Yuan Xinhao Mei Xubo Liu Danilo Mandic Wenwu Wang Mark D. Plumbley DiffM 312 566 0 29 Jan 2023
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation Jean-Marie Lemercier Julius Richter Simon Welker Timo Gerkmann DiffM 299 117 0 22 Dec 2022
Cold Diffusion for Speech Enhancement Hao Yen François Germain Gordon Wichern Jonathan Le Roux DiffM 129 48 0 04 Nov 2022
Diffusion Posterior Sampling for General Noisy Inverse Problems Hyungjin Chung Jeongsol Kim Michael T. McCann M. Klasky J. C. Ye DiffM 258 985 0 29 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 609 1,422 0 10 Sep 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 446 298 0 06 Sep 2022
Understanding Diffusion Models: A Unified Perspective Calvin Luo DiffM 150 382 0 25 Aug 2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models Julius Richter Simon Welker Jean-Marie Lemercier Bunlong Lay Timo Gerkmann DiffM 144 239 0 11 Aug 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci Robert Legenstein DiffM 174 314 0 29 Jul 2022
Universal Speech Enhancement with Score-based Diffusion Joan Serrà Santiago Pascual Jordi Pons R. O. Araz D. Scaini DiffM 147 114 0 07 Jun 2022
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis Yichong Leng Zehua Chen Junliang Guo Haohe Liu Jiawei Chen ... Lei He Xiang-Yang Li Tao Qin Sheng Zhao Tie-Yan Liu DiffM 203 67 0 30 May 2022
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain Simon Welker Julius Richter Timo Gerkmann DiffM 144 126 0 31 Mar 2022
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping Yuma Koizumi Heiga Zen Kohei Yatabe Nanxin Chen M. Bacchiani DiffM 146 49 0 31 Mar 2022
Conditional Diffusion Probabilistic Model for Speech Enhancement Yen-Ju Lu Zhongqiu Wang Shinji Watanabe Alexander Richard Cheng Yu Yu Tsao DiffM 124 208 0 10 Feb 2022
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents Kushagra Pandey Avideep Mukherjee Piyush Rai Abhishek Kumar DiffM 249 130 0 02 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 879 17,626 0 20 Dec 2021
Gradient Step Denoiser for convergent Plug-and-Play Samuel Hurault Arthur Leclaire Nicolas Papadakis 146 108 0 07 Oct 2021
A Study on Speech Enhancement Based on Diffusion Probabilistic Model Yen-Ju Lu Yu Tsao Shinji Watanabe DiffM 108 75 0 25 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 117 46 0 06 Jul 2021
A Flow-Based Neural Network for Time Domain Speech Enhancement Martin Strauss B. Edler 90 34 0 16 Jun 2021
PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior Sang-gil Lee Heeseung Kim Chaehun Shin Xu Tan Yu Xie Qi Meng Tao Qin Wei Chen Sung-Hoon Yoon Tie-Yan Liu DiffM 139 95 0 11 Jun 2021
Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech Vadim Popov Ivan Vovk Vladimir Gogoryan Tasnima Sadekova Mikhail Kudinov DiffM 182 580 0 13 May 2021
Deep Dense Multi-scale Network for Snow Removal Using Semantic and Geometric Priors Kaihao Zhang Rongqing Li Yanjiang Yu Tong Lu Changsheng Li Hongdong Li 136 167 0 21 Mar 2021
Conditional Image Generation by Conditioning Variational Auto-Encoders William Harvey Saeid Naderiparizi Frank Wood BDL DRL 123 27 0 24 Feb 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 408 4,061 0 18 Feb 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 359 1,610 0 04 Feb 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 511 8,424 0 06 Oct 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 450 1,567 0 21 Sep 2020
WaveGrad: Estimating Gradients for Waveform Generation Nanxin Chen Yu Zhang Heiga Zen Ron J. Weiss Mohammad Norouzi William Chan DiffM BDL 222 819 0 02 Sep 2020
Real Time Speech Enhancement in the Waveform Domain Alexandre Défossez Gabriel Synnaeve Yossi Adi 172 500 0 23 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.9K 20,914 0 19 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 342 3,359 0 16 May 2020
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement Tsun-An Hsieh Hsin-Min Wang Xugang Lu Yu Tsao 123 67 0 06 Apr 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 1.0K 10,591 0 17 Feb 2020
Improving GANs for Speech Enhancement Huy P Phan Ian Mcloughlin L. D. Pham Oliver Y. Chén P. Koch M. D. Vos Alfred Mertins 152 126 0 15 Jan 2020
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 151 937 0 10 Aug 2019
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning Ruoteng Li L. Cheong R. Tan 142 365 0 10 Apr 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu Masanori Suganuma Zhun Sun Takayuki Okatani 139 216 0 21 Mar 2019