HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved
Diffusion Models

HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models

24 February 2024

Deyu Meng

Papers citing "HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models"

15 / 15 papers shown

Title
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Yinhuai Wang Jiwen Yu Jian Zhang DiffM 95 450 0 01 Dec 2022
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation Jiangjun Peng Hailin Wang Xiangyong Cao Xinling Liu Xiangyu Rui Deyu Meng 68 54 0 03 Nov 2022
Diffusion Posterior Sampling for General Noisy Inverse Problems Hyungjin Chung Jeongsol Kim Michael T. McCann M. Klasky J. C. Ye DiffM 107 838 0 29 Sep 2022
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution Jinhui Hou Zhiyu Zhu Junhui Hou Huanqiang Zeng Jinjian Wu Jiantao Zhou SupR 50 16 0 30 May 2022
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis Rongjie Huang Max W. Y. Lam Jun Wang Dan Su Dong Yu Yi Ren Zhou Zhao DiffM 63 169 0 21 Apr 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 269 833 0 27 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 345 1,405 0 24 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 471 1,635 0 10 Nov 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 120 719 0 06 Aug 2021
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery Yi-Si Luo Xile Zhao Tai-Xiang Jiang Yi Chang Michael K. Ng Chao Li 33 53 0 29 May 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 329 3,675 0 18 Feb 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 330 6,453 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 255 7,356 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 147 1,456 0 21 Sep 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 230 3,902 0 12 Jul 2019

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