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Denoising Diffusion Restoration Models

27 January 2022

Papers citing "Denoising Diffusion Restoration Models"

50 / 582 papers shown

Title
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jingyun Liang Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 72 11 0 20 Nov 2023
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model Zhenghao Pan Haijin Zeng Jingyun Liang Kai Zhang Yongyong Chen 83 6 0 19 Nov 2023
Enhancing Object Coherence in Layout-to-Image Synthesis Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 91 3 0 17 Nov 2023
DECDM: Document Enhancement using Cycle-Consistent Diffusion Models Jiaxin Zhang Joy Rimchala Lalla Mouatadid Kamalika Das Kumar Sricharan DiffM 60 1 0 16 Nov 2023
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao 63 14 0 15 Nov 2023
Zero-Shot Duet Singing Voices Separation with Diffusion Models Chin-Yun Yu Emilian Postolache Emanuele Rodolà Gyorgy Fazekas DiffM 51 5 0 13 Nov 2023
Augmented Bridge Matching Valentin De Bortoli Guan-Horng Liu Tianrong Chen Evangelos A. Theodorou Weilie Nie 94 12 0 12 Nov 2023
Energy-Calibrated VAE with Test Time Free Lunch Yihong Luo Si-Huang Qiu Xingjian Tao Yujun Cai Jing Tang 157 4 0 07 Nov 2023
Gaussian Mixture Solvers for Diffusion Models Hanzhong Guo Cheng Lu Fan Bao Tianyu Pang Shuicheng Yan Chao Du Chongxuan Li 72 11 0 02 Nov 2023
Controllable Music Production with Diffusion Models and Guidance Gradients Mark Levy Bruno Di Giorgi Floris Weers Angelos Katharopoulos Tom Nickson DiffM 119 23 0 01 Nov 2023
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty Yuxin Zhang Clément Huneau Jérôme Idier Diana Mateus 47 1 0 31 Oct 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 129 10 0 30 Oct 2023
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 140 89 0 26 Oct 2023
From Posterior Sampling to Meaningful Diversity in Image Restoration Noa Cohen Hila Manor Yuval Bahat T. Michaeli DiffM 88 10 0 24 Oct 2023
What's in a Prior? Learned Proximal Networks for Inverse Problems Zhenghan Fang Sam Buchanan Jeremias Sulam 81 12 0 22 Oct 2023
TexFusion: Synthesizing 3D Textures with Text-Guided Image Diffusion Models Tianshi Cao Karsten Kreis Sanja Fidler Nicholas Sharp Kangxue Yin 91 79 0 20 Oct 2023
DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics Kaiwen Zheng Cheng Lu Jianfei Chen Jun Zhu DiffM 122 91 0 20 Oct 2023
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach Feng Luo Jin-Peng Xiang Jun Zhang Xiao Han Wei Yang DiffM 116 11 0 18 Oct 2023
Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse Problems Julian Tachella Marcelo Pereyra UQCV 64 8 0 18 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 174 138 0 16 Oct 2023
Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model Junpeng Tan Xin Zhang Yao Lv Xiangmin Xu Gang Li DiffM MedIm 53 0 0 16 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 141 46 0 16 Oct 2023
Tweedie Moment Projected Diffusions For Inverse Problems Benjamin Boys Mark Girolami Jakiw Pidstrigach Sebastian Reich Alan Mosca O. Deniz Akyildiz MedIm 89 34 0 10 Oct 2023
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models Marien Renaud Jiaming Liu Valentin De Bortoli Andrés Almansa Ulugbek S. Kamilov 115 5 0 05 Oct 2023
TP2O: Creative Text Pair-to-Object Generation using Balance Swap-Sampling Jun Li Zedong Zhang Jian Yang DiffM 72 7 0 03 Oct 2023
Prompt-tuning latent diffusion models for inverse problems Hyungjin Chung Jong Chul Ye P. Milanfar M. Delbracio DiffM 103 44 0 02 Oct 2023
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 132 197 0 01 Oct 2023
Diffusion Posterior Illumination for Ambiguity-aware Inverse Rendering Linjie Lyu A. Tewari Marc Habermann Shunsuke Saito Michael Zollhöfer Thomas Leimkuhler Christian Theobalt DiffM 66 3 0 30 Sep 2023
Efficient Planning with Latent Diffusion Wenhao Li DiffM 137 8 0 30 Sep 2023
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis Nithin Gopalakrishnan Nair A. Cherian Suhas Lohit Ye Wang T. Koike-Akino Vishal M. Patel Tim K. Marks DiffM 84 19 0 30 Sep 2023
Uncertainty Quantification via Neural Posterior Principal Components E. Nehme Omer Yair T. Michaeli UQCV 85 14 0 27 Sep 2023
Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement Jiancheng Huang Yi-fan Liu Shifeng Chen DiffM 81 7 0 26 Sep 2023
Training-free Linear Image Inverses via Flows Ashwini Pokle Matthew Muckley Ricky T. Q. Chen Brian Karrer 104 24 0 25 Sep 2023
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance Peiqing Yang Shangchen Zhou Qingyi Tao Chen Change Loy DiffM 75 36 0 19 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Liang Feng DiffM 62 4 0 19 Sep 2023
A Generative Framework for Self-Supervised Facial Representation Learning Ruian He Zhen Xing Weimin Tan Bo Yan DiffM 52 0 0 15 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 85 29 0 14 Sep 2023
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance Carlos Hernandez-Olivan Koichi Saito Naoki Murata Chieh-Hsin Lai Marco A. Martínez-Ramírez Wei-Hsiang Liao Yuki Mitsufuji DiffM 57 8 0 13 Sep 2023
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 94 6 0 12 Sep 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 86 3 0 06 Sep 2023
Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation Georg Kohl Li-Wei Chen Nils Thuerey AI4CE DiffM 107 29 0 04 Sep 2023
Bridge Diffusion Model: bridge non-English language-native text-to-image diffusion model with English communities Shanyuan Liu Dawei Leng Yuhui Yin DiffM 54 7 0 02 Sep 2023
DiCLET-TTS: Diffusion Model based Cross-lingual Emotion Transfer for Text-to-Speech -- A Study between English and Mandarin Tao Li Chenxu Hu Jian Cong Xinfa Zhu Jingbei Li Qiao Tian Yuping Wang Linfu Xie DiffM 78 9 0 02 Sep 2023
Fast Diffusion EM: a diffusion model for blind inverse problems with application to deconvolution Charles Laroche Andrés Almansa Eva Coupeté DiffM 90 28 0 01 Sep 2023
DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior X. Lin Jingwen He Zi-Yuan Chen Zhaoyang Lyu Bo Dai Ben Fei Wanli Ouyang Yu Qiao Chao Dong DiffM 110 212 0 29 Aug 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 124 152 0 28 Aug 2023
Data-iterative Optimization Score Model for Stable Ultra-Sparse-View CT Reconstruction Weiwen Wu Yanyang Wang DiffM 55 8 0 28 Aug 2023
Self-Supervised Scalable Deep Compressed Sensing Bin Chen Xuanyu Zhang Shuai Liu Yongbing Zhang Jian Zhang 66 5 0 26 Aug 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 78 16 0 26 Aug 2023
Residual Denoising Diffusion Models Jiawei Liu Qiang Wang Huijie Fan Yinong Wang Yandong Tang Liangqiong Qu DiffM 126 43 0 25 Aug 2023