Osmosis: RGBD Diffusion Prior for Underwater Image Restoration

21 March 2024

Papers citing "Osmosis: RGBD Diffusion Prior for Underwater Image Restoration"

30 / 30 papers shown

Title
Plenodium: UnderWater 3D Scene Reconstruction with Plenoptic Medium Representation Changguanng Wu Jiangxin Dong Chengjian Li J. Tang 58 0 0 27 May 2025
Underwater Image Enhancement by Transformer-based Diffusion Model with Non-uniform Sampling for Skip Strategy Yi Tang Takafumi Iwaguchi Hiroshi Kawasaki 53 56 0 07 Sep 2023
StyleDrop: Text-to-Image Generation in Any Style Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok ... Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan 53 152 0 01 Jun 2023
Ambient Diffusion: Learning Clean Distributions from Corrupted Data Giannis Daras Kulin Shah Y. Dagan Aravind Gollakota A. Dimakis Adam R. Klivans DiffM 97 75 0 30 May 2023
Score-Based Diffusion Models as Principled Priors for Inverse Imaging Berthy Feng Jamie Smith Michael Rubinstein Huiwen Chang Katherine Bouman William T. Freeman DiffM 133 98 0 23 Apr 2023
SUD $^2$ : Supervision by Denoising Diffusion Models for Image Reconstruction Matthew A. Chan Sean I. Young Christopher A. Metzler DiffM 27 5 0 16 Mar 2023
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems Hyungjin Chung Jeongsol Kim Sehui Kim J. C. Ye DiffM 89 108 0 19 Nov 2022
Diffusion Posterior Sampling for General Noisy Inverse Problems Hyungjin Chung Jeongsol Kim Michael T. McCann M. Klasky J. C. Ye DiffM 111 859 0 29 Sep 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 279 2,888 0 25 Aug 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci Robert Legenstein DiffM 88 263 0 29 Jul 2022
Diffusion models as plug-and-play priors Alexandros Graikos Nikolay Malkin Nebojsa Jojic Dimitris Samaras DiffM 94 224 0 17 Jun 2022
Improving Diffusion Models for Inverse Problems using Manifold Constraints Hyungjin Chung Byeongsu Sim Dohoon Ryu J. C. Ye DiffM MedIm 123 472 0 02 Jun 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 282 844 0 27 Jan 2022
Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems through Stochastic Contraction Hyungjin Chung Byeongsu Sim Jong Chul Ye MedIm DiffM 119 354 0 09 Dec 2021
Solving Inverse Problems in Medical Imaging with Score-Based Generative Models Yang Song Liyue Shen Lei Xing Stefano Ermon DiffM SyDa OffRL MedIm 99 532 0 15 Nov 2021
Score-based diffusion models for accelerated MRI Hyungjin Chung Jong Chul Ye DiffM MedIm 104 425 0 08 Oct 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 223 679 0 12 Aug 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 137 724 0 06 Aug 2021
Robust Compressed Sensing MRI with Deep Generative Priors A. Jalal Marius Arvinte Giannis Daras Eric Price A. Dimakis Jonathan I. Tamir MedIm 89 339 0 03 Aug 2021
Underwater Image Restoration via Contrastive Learning and a Real-world Dataset Junlin Han M. Shoeiby T. Malthus Elizabeth Botha J. Anstee Saeed Anwar Ran Wei M. Armin Hongdong Li L. Petersson 60 68 0 20 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 260 7,933 0 11 May 2021
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding Chongyi Li Saeed Anwar Junhui Hou Runmin Cong Chunle Guo Wenqi Ren 60 544 0 27 Apr 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 353 6,551 0 26 Nov 2020
Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection Nian Liu Ni Zhang Ling Shao Junwei Han 87 98 0 12 Oct 2020
DIODE: A Dense Indoor and Outdoor DEpth Dataset Igor Vasiljevic Nicholas I. Kolkin Shanyi Zhang Ruotian Luo Haochen Wang ... Andrea F. Daniele Mohammadreza Mostajabi Steven Basart Matthew R. Walter Gregory Shakhnarovich MDE 3DV 82 233 0 01 Aug 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,954 0 12 Jul 2019
Fast Underwater Image Enhancement for Improved Visual Perception M. Islam Youya Xia Junaed Sattar GAN 53 899 0 23 Mar 2019
An Underwater Image Enhancement Benchmark Dataset and Beyond Chongyi Li Chunle Guo Wenqi Ren Runmin Cong Junhui Hou Sam Kwong Dacheng Tao 3DV 81 1,282 0 11 Jan 2019
Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset Dana Berman Deborah Levy S. Avidan T. Treibitz 76 467 0 04 Nov 2018
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 306 7,016 0 12 Mar 2015