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The Perception-Distortion Tradeoff

16 November 2017

Papers citing "The Perception-Distortion Tradeoff"

50 / 476 papers shown

Title
InstantRestore: Single-Step Personalized Face Restoration with Shared-Image Attention Howard Zhang Yuval Alaluf Sizhuo Ma A. Kadambi Jian Wang Kfir Aberman 183 6 0 09 Dec 2024
SMIC: Semantic Multi-Item Compression based on CLIP dictionary Tom Bachard Thomas Maugey 233 0 0 06 Dec 2024
Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein DistortionComputer Vision and Pattern Recognition (CVPR), 2024 Jona Ballé Luca Versari Emilien Dupont Hyunjik Kim Matthias Bauer DiffM 505 4 0 30 Nov 2024
Auto-Encoded Supervision for Perceptual Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2024 MinKyu Lee Sangeek Hyun Woojin Jun Jae-Pil Heo SupR 480 2 0 28 Nov 2024
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior Li-Yuan Tsao Hao-Wei Chen Hao-Wei Chung Deqing Sun Chun-Yi Lee Kelvin Chan Ming-Hsuan Yang DiffM 215 7 0 27 Nov 2024
Sparse Bayesian Generative Modeling for Compressive SensingNeural Information Processing Systems (NeurIPS), 2024 Benedikt Bock Sadaf Syed Wolfgang Utschick 141 2 0 14 Nov 2024
A Modular Conditional Diffusion Framework for Image ReconstructionNeural Information Processing Systems (NeurIPS), 2024 Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 213 2 0 08 Nov 2024
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image RestorationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Xiaole Tang Xiang Gu Xiaoyi He Xin Hu Jian Sun 231 9 0 03 Nov 2024
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component RegularizationNeural Information Processing Systems (NeurIPS), 2024 Matthew Bendel Rizwan Ahmad P. Schniter MedIm DiffM 266 2 0 01 Nov 2024
Stochastic Reconstruction of Gappy Lagrangian Turbulent Signals by Conditional Diffusion ModelsCommunications Physics (Commun. Phys.), 2024 Tianyi Li Luca Biferale F. Bonaccorso M. Buzzicotti Luca Centurioni DiffM 223 7 0 31 Oct 2024
CryoFM: A Flow-based Foundation Model for Cryo-EM DensitiesInternational Conference on Learning Representations (ICLR), 2024 Yi Zhou Yilai Li Jing Yuan Quanquan Gu 306 4 0 11 Oct 2024
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based ApproachACM Multimedia (MM), 2023 Sha Guo Zhuo Chen Yang Zhao Ning Zhang Xiaochen Li Lingyu Duan DiffM 289 7 0 08 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow MatchingInternational Conference on Learning Representations (ICLR), 2024 Ségolène Martin Anne Gagneux Paul Hagemann Gabriele Steidl 379 51 0 03 Oct 2024
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image RestorationInternational Conference on Learning Representations (ICLR), 2024 Guy Ohayon T. Michaeli Michael Elad 533 20 0 01 Oct 2024
A Survey on Diffusion Models for Inverse Problems Giannis Daras Hyungjin Chung Chieh-Hsin Lai Yuki Mitsufuji Jong Chul Ye P. Milanfar Alexandros G. Dimakis M. Delbracio MedIm 334 140 0 30 Sep 2024
Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training PairsInternational Journal of Computer Vision (IJCV), 2024 Xinya Shu Yu Li Dongwei Ren Xiaohe Wu Jin Li W. Zuo 256 2 0 26 Sep 2024
Fundus image enhancement through direct diffusion bridgesIEEE journal of biomedical and health informatics (IEEE JBHI), 2024 Sehui Kim Hyungjin Chung Se Hie Park Eui-Sang Chung Kayoung Yi Jong Chul Ye DiffM MedIm 171 5 0 19 Sep 2024
Denoising: A Powerful Building-Block for Imaging, Inverse Problems, and Machine Learning P. Milanfar M. Delbracio AI4CE 405 32 0 10 Sep 2024
Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization ProblemACM Multimedia (MM), 2024 Qiwen Zhu Yanjie Wang Shilv Cai Liqun Chen Jiahuan Zhou Luxin Yan Sheng Zhong Xu Zou 144 4 0 05 Sep 2024
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 328 1 0 09 Jul 2024
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 494 1 0 01 Jul 2024
Sagiri: Low Dynamic Range Image Enhancement with Generative Diffusion Prior Baiang Li Sizhuo Ma Yanhong Zeng Xiaogang Xu Youqing Fang Zhao Zhang Jian Wang Kai Chen DiffM 202 2 0 13 Jun 2024
CMC-Bench: Towards a New Paradigm of Visual Signal Compression Chunyi Li Xiele Wu H. Wu Donghui Feng Zicheng Zhang Guo Lu Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin VLM 167 8 0 13 Jun 2024
Autoregressive Diffusion Transformer for Text-to-Speech Synthesis Zhijun Liu Shuai Wang Sho Inoue Qibing Bai Haizhou Li DiffM 176 31 0 08 Jun 2024
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching Yasi Zhang Peiyu Yu Yaxuan Zhu Yingshan Chang Feng Gao Yingnian Wu Oscar Leong 423 28 0 29 May 2024
PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution Yong Liu Hang Dong Jinshan Pan Qingji Dong Kai-xiang Chen Rongxiang Zhang Xing Mei Fei Wang DiffM 245 0 0 27 May 2024
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model Shoma Iwai Tomo Miyazaki S. Omachi 263 21 0 27 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and OptimizationIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2024 Zhibo Chen Heming Sun Li Zhang Fan Zhang 282 6 0 23 May 2024
Text Prompting for Multi-Concept Video Customization by Autoregressive Generation D. Kothandaraman Kihyuk Sohn Ruben Villegas P. Voigtlaender Dinesh Manocha Mohammad Babaeizadeh VGen DiffM 207 3 0 22 May 2024
Perceptual Fairness in Image Restoration Guy Ohayon Michael Elad T. Michaeli SupR 181 4 0 22 May 2024
Learning Diffusion Priors from Observations by Expectation MaximizationNeural Information Processing Systems (NeurIPS), 2024 Sacha Lewin Gérome Andry F. Lanusse Gilles Louppe DiffM 321 39 0 22 May 2024
Accelerating Relative Entropy Coding with Space Partitioning Jiajun He Gergely Flamich José Miguel Hernández-Lobato 177 3 0 20 May 2024
Some Notes on the Sample Complexity of Approximate Channel Simulation Gergely Flamich Lennie Wells 248 3 0 07 May 2024
A Rate-Distortion-Classification Approach for Lossy Image Compression Yuefeng Zhang 104 7 0 06 May 2024
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission Mingyu Yang Bowen Liu Boyang Wang Hun-Seok Kim DiffM 303 15 0 27 Apr 2024
One-Shot Image Restoration Deborah Pereg SupR 266 2 0 26 Apr 2024
Experimental Validation of Ultrasound Beamforming with End-to-End Deep Learning for Single Plane Wave Imaging R. A. Schoop G. Hendriks Tristan van Leeuwen C. L. D. Korte F. Lucka MedIm 96 4 0 22 Apr 2024
PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos Qi Zhao M. Salman Asif Zhan Ma 218 7 0 13 Apr 2024
Fine color guidance in diffusion models and its application to image compression at extremely low bitrates Tom Bordin Thomas Maugey DiffM 188 1 0 10 Apr 2024
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement Giordano Cicchetti Danilo Comminiello 133 8 0 08 Apr 2024
AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation Rui Xie Ying Tai Chen Zhao Kai Zhang Ying Tai Jun Zhou Xiaoqian Ye Qian Wang Jian Yang 312 40 0 02 Apr 2024
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness Yassine Hamdi Aaron B. Wagner Deniz Gündüz 174 17 0 01 Apr 2024
Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality Kyotaro Tokoro Kazutoshi Akita Norimichi Ukita 331 5 0 28 Mar 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 502 18 0 26 Mar 2024
Multi-Scale Texture Loss for CT denoising with GANs Francesco Di Feola L. Tronchin V. Guarrasi Paolo Soda MedIm 229 3 0 25 Mar 2024
Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory Linchao Xie Liangyan Li Jun Chen Zhongshan Zhang 145 8 0 21 Mar 2024
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization Jixiang Luo Yan Wang Hongwei Qin DiffM 426 3 0 19 Mar 2024
Boosting Flow-based Generative Super-Resolution Models via Learned Prior Li-Yuan Tsao Yi-Chen Lo Chia-Che Chang Hao-Wei Chen Roy Tseng Chien Feng Chun-Yi Lee SupR 258 8 0 16 Mar 2024
Arbitrary-Scale Image Generation and Upsampling using Latent Diffusion Model and Implicit Neural DecoderComputer Vision and Pattern Recognition (CVPR), 2024 Jinseok Kim Tae-Kyun Kim 133 28 0 15 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual ShiftingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 343 64 0 12 Mar 2024