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The Perception-Distortion Tradeoff

16 November 2017

Papers citing "The Perception-Distortion Tradeoff"

50 / 475 papers shown

Title
What makes an image realistic? Lucas Theis 339 7 0 07 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 400 9 0 05 Mar 2024
Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts Cansu Korkmaz A. Murat Tekalp Zafer Doğan 138 32 0 29 Feb 2024
Misalignment-Robust Frequency Distribution Loss for Image Transformation Zhangkai Ni Juncheng Wu Zian Wang Wenhan Yang Hanli Wang Lin Ma 161 11 0 28 Feb 2024
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain Qunliang Xing Mai Xu Shengxi Li Xin Deng Meisong Zheng Huaida Liu Ying Chen 329 4 0 27 Feb 2024
Generative Adversarial Models for Extreme Downscaling of Climate Datasets Guiye Li Guofeng Cao AI4CE 109 0 0 21 Feb 2024
Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers Tongda Xu Ziran Zhu Jian Li Dailan He Yuanyuan Wang ... Ning Li Hongwei Qin Yan Wang Jingjing Liu Ya Zhang DiffM 217 8 0 09 Feb 2024
Characterization of the Distortion-Perception Tradeoff for Finite Channels with Arbitrary Metrics Dror Freirich Nir Weinberger Ron Meir 107 3 0 03 Feb 2024
Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow L. S. Aira D. Valsesia Andrea Bordone Molini Giulia Fracastoro E. Magli Andrea Mirabile SupR 156 1 0 30 Jan 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the WildComputer Vision and Pattern Recognition (CVPR), 2024 Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 304 218 0 24 Jan 2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception MeasureIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2024 Sadaf Salehkalaibar Jun Chen Ashish Khisti Wei Yu 248 15 0 22 Jan 2024
Idempotence and Perceptual Image CompressionInternational Conference on Learning Representations (ICLR), 2024 Tongda Xu Ziran Zhu Dailan He Yanghao Li Lina Guo ... Zhe Wang Hongwei Qin Yan Wang Jingjing Liu Ya Zhang 203 27 0 17 Jan 2024
Crafter: Facial Feature Crafting against Inversion-based Identity Theft on Deep ModelsNetwork and Distributed System Security Symposium (NDSS), 2024 Shiming Wang Zhe Ji Liyao Xiang Hao Zhang Xinbing Wang Cheng Zhou Yue Liu 166 5 0 14 Jan 2024
See360: Novel Panoramic View Interpolation Zhi-Song Liu Marie-Paule Cani W. Siu 344 5 0 07 Jan 2024
Deep Learning-based Image and Video Inpainting: A Survey Weize Quan Jiaxi Chen Yanli Liu Dong-Ming Yan Peter Wonka 3DV 188 63 0 07 Jan 2024
Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance Tomer Garber Tom Tirer DiffM 279 53 0 27 Dec 2023
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective Lingchen Sun Jiejing Liang Shuai Liu Hongwei Yong Lei Zhang 233 14 0 24 Dec 2023
The Rate-Distortion-Perception-Classification Tradeoff: Joint Source Coding and Modulation via Inverse-Domain GANs Junli Fang João F. C. Mota Baoshan Lu Weicheng Zhang Xuemin Hong 202 1 0 22 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration Zhiheng Liu Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 323 18 0 18 Dec 2023
Tell Me What You See: Text-Guided Real-World Image DenoisingIEEE Open Journal of Signal Processing (IEEE Open J. Signal Process.), 2023 E. Yosef Raja Giryes DiffM 382 3 0 15 Dec 2023
A New Perspective On Denoising Based On Optimal TransportInformation and Inference A Journal of the IMA (JIII), 2023 Nicolas García Trillos Bodhisattva Sen OOD OT 197 2 0 13 Dec 2023
Precipitation Downscaling with Spatiotemporal Video Diffusion Prakhar Srivastava Ruihan Yang Gavin Kerrigan Gideon Dresdner Jeremy McGibbon Christopher S. Bretherton Stephan Mandt DiffM 317 16 0 11 Dec 2023
Rate-Distortion-Perception Theory for Semantic CommunicationIEEE International Conference on Network Protocols (ICNP), 2023 Jingxuan Chai Yong Xiao Guangming Shi Walid Saad 236 7 0 09 Dec 2023
DREAM: Diffusion Rectification and Estimation-Adaptive ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Jinxin Zhou Tianyu Ding Tianyi Chen Jiachen Jiang Ilya Zharkov Zhihui Zhu Luming Liang 239 10 0 30 Nov 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 D. Yoo In So Kweon Yanning Zhang DiffM 200 1 0 30 Nov 2023
Variational Bayes image restoration with compressive autoencodersIEEE Transactions on Image Processing (IEEE TIP), 2023 Maud Biquard Marie Chabert Florence Genin Christophe Latry Thomas Oberlin 408 3 0 29 Nov 2023
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion ModelsEuropean Conference on Computer Vision (ECCV), 2023 C. Rota M. Buzzelli Joost van de Weijer DiffM 229 9 0 27 Nov 2023
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial View D. Kothandaraman Wanrong Zhu Ming C. Lin Dinesh Manocha DiffM 259 2 0 27 Nov 2023
FLAIR: A Conditional Diffusion Framework with Applications to Face Video RestorationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zihao Zou Jiaming Liu Shirin Shoushtari Yubo Wang Weijie Gan Ulugbek S. Kamilov VGen DiffM 220 4 0 26 Nov 2023
The Perception-Robustness Tradeoff in Deterministic Image RestorationInternational Conference on Machine Learning (ICML), 2023 Guy Ohayon T. Michaeli Michael Elad AAML 237 8 0 14 Nov 2023
Neural-based Compression Scheme for Solar Image DataIEEE Transactions on Aerospace and Electronic Systems (IEEE Trans. Aerosp. Electron. Syst.), 2023 Ali Zafari Atefeh Khoshkhahtinat Jeremy A. Grajeda P. Mehta Nasser M. Nasrabadi L. Boucheron Barbara J. Thompson M. Kirk D. D. da Silva 135 1 0 06 Nov 2023
VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic DataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Boyang Wang Bowen Liu Shiyu Liu Fengyu Yang 189 10 0 02 Nov 2023
The Missing U for Efficient Diffusion Models Sergio Calvo-Ordoñez Chun-Wun Cheng Jiahao Huang Lipei Zhang Guang Yang Carola-Bibiane Schonlieb Angelica I Aviles-Rivero DiffM 226 5 0 31 Oct 2023
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-ResolutionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zhewei Huang Ailin Huang Xiaotao Hu Chen Hu Jun Xu Shuchang Zhou 227 13 0 26 Oct 2023
Image Compression using only Attention based Neural Networks Natacha Luka Romain Negrel David Picard 149 0 0 17 Oct 2023
Super resolution of histopathological frozen sections via deep learning preserving tissue structureAdvanced Intelligent Systems (Adv. Intell. Syst.), 2023 Elad Yoshai Gil Goldinger M. Haifler N. Shaked MedIm SupR 176 1 0 17 Oct 2023
Towards image compression with perfect realism at ultra-low bitratesInternational Conference on Learning Representations (ICLR), 2023 Marlene Careil Matthew Muckley Jakob Verbeek Stéphane Lathuilière DiffM 266 88 0 16 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent DiffusionEuropean Conference on Computer Vision (ECCV), 2023 Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 538 78 0 16 Oct 2023
Wasserstein Distortion: Unifying Fidelity and RealismAnnual Conference on Information Sciences and Systems (CISS), 2023 Yang Qiu Aaron B. Wagner Johannes Ballé Lucas Theis 242 6 0 05 Oct 2023
Prompt-tuning latent diffusion models for inverse problemsInternational Conference on Machine Learning (ICML), 2023 Hyungjin Chung Jong Chul Ye P. Milanfar M. Delbracio DiffM 261 60 0 02 Oct 2023
Diffusion Posterior Illumination for Ambiguity-aware Inverse RenderingACM Transactions on Graphics (TOG), 2023 Linjie Lyu A. Tewari Marc Habermann Forrest Iandola Michael Zollhöfer Thomas Leimkuhler Christian Theobalt DiffM 130 9 0 30 Sep 2023
Neural Image Compression Using Masked Sparse Visual RepresentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Wei Jiang Wei Wang Yuewei Chen 128 10 0 20 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Liang Feng DiffM 141 5 0 19 Sep 2023
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion ModelsInternational Conference on Machine Learning (ICML), 2023 Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 207 7 0 12 Sep 2023
How to Evaluate Semantic Communications for Images with ViTScore Metric?IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2023 Tingting Zhu Bo Peng Jifan Liang Tingchen Han Hai Wan Jingqiao Fu Junjie Chen 196 12 0 09 Sep 2023
Towards Efficient SDRTV-to-HDRTV by Learning from Image FormationIEEE transactions on multimedia (IEEE TMM), 2023 Xiangyu Chen Zheyuan Li Zhengwen Zhang Jimmy S. J. Ren Yihao Liu Jingwen He Yu Qiao Jiantao Zhou Chao Dong 132 1 0 08 Sep 2023
A Neural Speech Codec for Noise Robust Speech Coding Jiayi Huang Zeyu Yan Wenbin Jiang He Wang Fei Wen 163 1 0 08 Sep 2023
SEAL: A Framework for Systematic Evaluation of Real-World Super-ResolutionInternational Conference on Learning Representations (ICLR), 2023 Wenlong Zhang Xiaohui Li Xiangyu Chen Yu Qiao Xiao-Ming Wu Chao Dong 174 12 0 06 Sep 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 184 8 0 16 Aug 2023
Dual Aggregation Transformer for Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023 Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Yunbo Wang Feng Yu ViT 241 282 0 07 Aug 2023