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The Perception-Distortion Tradeoff

16 November 2017

Papers citing "The Perception-Distortion Tradeoff"

50 / 475 papers shown

Title
Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel Prediction NetworksIEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2023 Guillermo Varela Carbajal Patricia Vitoria José Lezama Pablo Musé 176 14 0 05 Aug 2023
DiVa-360: The Dynamic Visual Dataset for Immersive Neural FieldsComputer Vision and Pattern Recognition (CVPR), 2023 Chengkun Lu Peisen Zhou Angela Xing Chandradeep Pokhariya Arnab Dey ... Rugved Mavidipalli Dylan Hu Andrew I. Comport Kefan Chen Srinath Sridhar 3DH VGen 197 10 0 31 Jul 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual ShiftingNeural Information Processing Systems (NeurIPS), 2023 Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 407 375 0 23 Jul 2023
On the Effectiveness of Spectral Discriminators for Perceptual Quality ImprovementIEEE International Conference on Computer Vision (ICCV), 2023 Xin Luo Yunan Zhu Shunxin Xu Dong Liu 226 13 0 22 Jul 2023
LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent SpaceIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 L. Tronchin Minh H. Vu Paolo Soda Tommy Löfstedt 150 4 0 21 Jul 2023
On the Importance of Denoising when Learning to Compress ImagesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Benoit Brummer Christophe De Vleeschouwer 196 12 0 12 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and EnsemblingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 260 1 0 08 Jul 2023
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image Hang Zou Masanori Suganuma Takayuki Okatani 187 1 0 06 Jul 2023
ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-ResolutionIEEE transactions on broadcasting (IEEE Trans. Broadcast.), 2023 Axi Niu T. Pham Kang Zhang Jinqiu Sun Yu Zhu Inso Kweon Yanning Zhang DiffM 182 52 0 03 Jul 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion Naama Pearl Ya. A. Brodsky Dana Berman A. Zomet Alex Rav-Acha Daniel Cohen-Or Dani Lischinski DiffM 156 8 0 28 Jun 2023
Domain-Aware Few-Shot Learning for Optical Coherence Tomography Noise ReductionJournal of Imaging (JI), 2023 Deborah Pereg OOD 144 4 0 13 Jun 2023
DDLP: Unsupervised Object-Centric Video Prediction with Deep Dynamic Latent Particles Tal Daniel Aviv Tamar DiffM 222 12 0 09 Jun 2023
Perceptual Kalman Filters: Online State Estimation under a Perfect Perceptual-Quality ConstraintNeural Information Processing Systems (NeurIPS), 2023 Dror Freirich T. Michaeli Ron Meir 104 3 0 04 Jun 2023
Deep Optimal Transport: A Practical Algorithm for Photo-realistic Image RestorationNeural Information Processing Systems (NeurIPS), 2023 Theo Adrai Guy Ohayon T. Michaeli Michael Elad DiffM 152 15 0 04 Jun 2023
Direct Diffusion Bridge using Data Consistency for Inverse ProblemsNeural Information Processing Systems (NeurIPS), 2023 Hyungjin Chung Jeongsol Kim Jong Chul Ye DiffM 280 70 0 31 May 2023
On the Choice of Perception Loss Function for Learned Video CompressionNeural Information Processing Systems (NeurIPS), 2023 Sadaf Salehkalaibar Buu Phan Jun Chen Wei Yu Ashish Khisti 275 17 0 30 May 2023
Random-Access Neural Compression of Material TexturesACM Transactions on Graphics (TOG), 2023 Karthik Vaidyanathan Marco Salvi Bartlomiej Wronski T. Akenine-Moller P. Ebelin Aaron E. Lefohn 153 32 0 26 May 2023
High-Fidelity Image Compression with Score-based Generative Models Emiel Hoogeboom E. Agustsson Fabian Mentzer Luca Versari G. Toderici Lucas Theis DiffM 353 56 0 26 May 2023
Learning a Single Convolutional Layer Model for Low Light Image Enhancement Yuantong Zhang Baoxin Teng Daiqin Yang Zhenzhong Chen Haichuan Ma Gang Li Wenpeng Ding 199 18 0 23 May 2023
Exploiting Diffusion Prior for Real-World Image Super-ResolutionInternational Journal of Computer Vision (IJCV), 2023 Jianyi Wang Zongsheng Yue Shangchen Zhou Kelvin C. K. Chan Chen Change Loy 616 481 0 11 May 2023
DocDiff: Document Enhancement via Residual Diffusion ModelsACM Multimedia (ACM MM), 2023 Zongyuan Yang Baolin Liu Yongping Xiong Lan Yi Guibin Wu Xiaojun Tang Ziqi Liu Yueze Wang Xing Zhang 167 54 0 06 May 2023
Optimal Transport Based Unsupervised Restoration Learning Exploiting Degradation Sparsity Fei Wen Wei Wang Wenxian Yu Wenbin Jiang 149 0 0 29 Apr 2023
Perceptual Quality Assessment of Face Video Compression: A Benchmark and An Effective MethodIEEE transactions on multimedia (IEEE TMM), 2023 Yixuan Li Bolin Chen Siyi Pan Meng Wang Shiqi Wang Weisi Lin CVBM 398 23 0 14 Apr 2023
Deep Image Matting: A Comprehensive Survey Jizhizi Li Jing Zhang Dacheng Tao VLM 227 18 0 10 Apr 2023
Tunable Convolutions with Parametric Multi-Loss OptimizationComputer Vision and Pattern Recognition (CVPR), 2023 Matteo Maggioni T. Tanay F. Babiloni Jingyu Sun Alevs Leonardis 215 3 0 03 Apr 2023
Deep Learning-based Diffusion Tensor Cardiac Magnetic Resonance Reconstruction: A Comparison StudyScientific Reports (Sci Rep), 2023 Jiahao Huang Pedro F. Ferreira Lichao Wang Yinzhe Wu Angelica I. Aviles-Rivero ... R. Rajakulasingam Ranil De Silva D. Pennell S. Nielles-Vallespin Guang Yang DiffM 125 12 0 31 Mar 2023
Real-time Controllable Denoising for Image and VideoComputer Vision and Pattern Recognition (CVPR), 2023 Zhaoyang Zhang Yi Jiang Wenqi Shao Xiaogang Wang Ping Luo Kaimo Lin Liang Feng VGen 147 24 0 29 Mar 2023
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-ConsistencyInternational Conference on Machine Learning (ICML), 2023 Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 121 11 0 25 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 490 162 0 20 Mar 2023
SUD $^2$ : Supervision by Denoising Diffusion Models for Image Reconstruction Matthew A. Chan Sean I. Young Christopher A. Metzler DiffM 119 5 0 16 Mar 2023
Evaluating gesture generation in a large-scale open challenge: The GENEA Challenge 2022ACM Transactions on Graphics (TOG), 2023 Taras Kucherenko Pieter Wolfert Youngwoo Yoon Carla Viegas Teodor Nikolov Mihail Tsakov G. Henter 160 35 0 15 Mar 2023
A New Super-Resolution Measurement of Perceptual Quality and Fidelity Shengfu Cheng SupR 104 1 0 10 Mar 2023
Distribution Preserving Source Separation With Time Frequency Predictive ModelsEuropean Signal Processing Conference (EUSIPCO), 2023 Pedro J. Villasana T J. Klejsa Lars Villemoes P. Hedelin 152 2 0 10 Mar 2023
Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2023 Jiemei Yao Li-Yuan Tsao Yi-Chen Lo Roy Tseng Chia-Che Chang Chun-Yi Lee SupR 232 51 0 09 Mar 2023
On The Role of Alias and Band-Shift for Sentinel-2 Super-ResolutionIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023 N. Nguyen J. Anger Lara Raad B. Galerne Gabriele Facciolo 147 8 0 22 Feb 2023
CDPMSR: Conditional Diffusion Probabilistic Models for Single Image Super-ResolutionInternational Conference on Information Photonics (ICIP), 2023 Axi Niu Kang Zhang T. Pham Jinqiu Sun Yu Zhu In So Kweon Yanning Zhang DiffM 164 29 0 14 Feb 2023
Glaze: Protecting Artists from Style Mimicry by Text-to-Image ModelsUSENIX Security Symposium (USENIX Security), 2023 Shawn Shan Jenna Cryan Emily Wenger Haitao Zheng Rana Hanocka Ben Y. Zhao WIGM 465 237 0 08 Feb 2023
A statistically constrained internal method for single image super-resolutionInternational Conference on Pattern Recognition (ICPR), 2022 Pierrick Chatillon Y. Gousseau S. Lefebvre 66 2 0 03 Feb 2023
Hierarchical Perception Adversarial Learning Framework for Compressed Sensing MRIIEEE Transactions on Medical Imaging (TMI), 2023 Zhifan Gao Yifeng Guo Jiajing Zhang T. Zeng Guang Yang MedIm 211 28 0 27 Jan 2023
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood ModelsInternational Conference on Machine Learning (ICML), 2023 Matthew Muckley Alaaeldin El-Nouby Karen Ullrich Edouard Grave Jakob Verbeek 267 85 0 26 Jan 2023
Removing Structured Noise with Diffusion Models Tristan S.W. Stevens Hans van Gorp F. C. Meral Junseob Shin Jason Yu Jean-Luc Robert Ruud J. G. van Sloun DiffM 276 3 0 20 Jan 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper --SIAM Journal of Imaging Sciences (JSIS), 2023 Michael Elad Bahjat Kawar Gregory Vaksman 186 122 0 09 Jan 2023
Face Generation and Editing with StyleGAN: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Andrew Melnik Maksim Miasayedzenkau Dzianis Makaravets Dzianis Pirshtuk Eren Akbulut Dennis Holzmann Tarek Renusch Gustav Reichert Helge J. Ritter CVBM 285 72 0 18 Dec 2022
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-ResolutionIEEE Transactions on Mobile Computing (IEEE TMC), 2022 Stylianos I. Venieris Mario Almeida Royson Lee Nicholas D. Lane SupR 221 7 0 15 Dec 2022
4K-NeRF: High Fidelity Neural Radiance Fields at Ultra High Resolutions Zhongshu Wang Lingzhi Li Zhen Shen Li Shen Liefeng Bo 200 39 0 09 Dec 2022
Complex-valued Retrievals From Noisy Images Using Diffusion Models Nadav Torem Roi Ronen Y. Schechner Michael Elad DiffM 290 6 0 06 Dec 2022
ADIR: Adaptive Diffusion for Image Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes DiffM 208 25 0 06 Dec 2022
Multiscale Structure Guided Diffusion for Image DeblurringIEEE International Conference on Computer Vision (ICCV), 2022 Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 215 93 0 04 Dec 2022
Adaptive adversarial training method for improving multi-scale GAN based on generalization bound theory Jin-Lin Tang B. Tao Zeyu Gong Zhoupin Yin AI4CE 120 1 0 30 Nov 2022
Meet-in-the-middle: Multi-scale upsampling and matching for cross-resolution face recognition Klemen Grm Berkay Özata Vitomir Štruc H. K. Ekenel CVBM 149 3 0 28 Nov 2022