A Theory of the Distortion-Perception Tradeoff in Wasserstein Space

6 July 2021

Papers citing "A Theory of the Distortion-Perception Tradeoff in Wasserstein Space"

27 / 27 papers shown

Title
Rate-Distortion-Perception Theory for the Quadratic Wasserstein Space Xiqiang Qu Jun Chen Lei Yu Xiangyu Xu 71 0 0 24 Apr 2025
A Simple Combination of Diffusion Models for Better Quality Trade-Offs in Image Denoising Jonas Dornbusch Emanuel Pfarr Florin-Alexandru Vasluianu Frank Werner Radu Timofte DiffM 55 0 0 18 Mar 2025
Posterior-Mean Denoising Diffusion Model for Realistic PET Image Reconstruction Yiran Sun Osama Mawlawi DiffM MedIm 40 0 0 11 Mar 2025
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual Chong-Jun Wang Lanqing Guo Zixuan Fu Siyuan Yang Hao Cheng Alex C. Kot Bihan Wen DiffM 62 1 0 03 Mar 2025
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior Ching Hua Lee Chouchang Yang Jaejin Cho Yashas Malur Saidutta R. S. Srinivasa Yilin Shen Hongxia Jin DiffM 80 0 0 19 Feb 2025
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration Guy Ohayon T. Michaeli Michael Elad 29 5 0 01 Oct 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 35 3 0 23 May 2024
Perceptual Fairness in Image Restoration Guy Ohayon Michael Elad T. Michaeli SupR 38 1 0 22 May 2024
Characterization of the Distortion-Perception Tradeoff for Finite Channels with Arbitrary Metrics Dror Freirich Nir Weinberger Ron Meir 20 2 0 03 Feb 2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure Sadaf Salehkalaibar Jun Chen Ashish Khisti Wei Yu 51 11 0 22 Jan 2024
Idempotence and Perceptual Image Compression Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 36 14 0 17 Jan 2024
A New Perspective On Denoising Based On Optimal Transport Nicolas García Trillos Bodhisattva Sen OOD OT 26 0 0 13 Dec 2023
DifAugGAN: A Practical Diffusion-style Data Augmentation for GAN-based Single Image Super-resolution Axi Niu Kang Zhang Joshua Tian Jin Tee T. Pham Jinqiu Sun Chang-Dong Yoo In So Kweon Yanning Zhang DiffM 31 1 0 30 Nov 2023
The Perception-Robustness Tradeoff in Deterministic Image Restoration Guy Ohayon T. Michaeli Michael Elad AAML 21 5 0 14 Nov 2023
Conditional Perceptual Quality Preserving Image Compression Tongda Xu Qian Zhang Yanghao Li Dailan He Zhe Wang Yuanyuan Wang Hongwei Qin Yan Wang Jingjing Liu Ya-Qin Zhang 32 5 0 16 Aug 2023
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution Axi Niu T. Pham Kang Zhang Jinqiu Sun Yu Zhu Inso Kweon Yanning Zhang DiffM 17 19 0 03 Jul 2023
Perceptual Kalman Filters: Online State Estimation under a Perfect Perceptual-Quality Constraint Dror Freirich T. Michaeli Ron Meir 11 1 0 04 Jun 2023
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image Restoration Theo Adrai Guy Ohayon T. Michaeli Michael Elad DiffM 17 12 0 04 Jun 2023
On the Choice of Perception Loss Function for Learned Video Compression Sadaf Salehkalaibar Buu Phan Jun Chen Wei Yu Ashish Khisti 11 11 0 30 May 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 24 110 0 20 Mar 2023
Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality Guy Ohayon Theo Adrai Michael Elad T. Michaeli AAML 21 13 0 16 Nov 2022
Perception-Distortion Balanced ADMM Optimization for Single-Image Super-Resolution Yuehan Zhang Bo Ji Jiangnan Hao Angela Yao SupR 22 14 0 05 Aug 2022
Optimally Controllable Perceptual Lossy Compression Zeyu Yan Fei Wen Peilin Liu 9 14 0 21 Jun 2022
Uncovering the Over-smoothing Challenge in Image Super-Resolution: Entropy-based Quantification and Contrastive Optimization Tianshuo Xu Lijiang Li Peng Mi Xiawu Zheng Fei Chao G. Jiang Yiyi Zhou Wei Zhang SupR 11 6 0 04 Jan 2022
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 28 260 0 05 Dec 2021
Universal Rate-Distortion-Perception Representations for Lossy Compression George Zhang Jingjing Qian Jun Chen Ashish Khisti 11 65 0 18 Jun 2021
Posterior Sampling for Image Restoration using Explicit Patch Priors Roy Friedman Yair Weiss 33 5 0 20 Apr 2021