Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff

23 January 2019

Papers citing "Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff"

50 / 55 papers shown

Title
Optimized Couplings for Watermarking Large Language Models Dor Tsur Carol Xuan Long C. M. Verdun Hsiang Hsu Haim Permuter Flavio du Pin Calmon WaLM 35 0 0 13 May 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 72 0 0 25 Apr 2025
Rate-Distortion-Perception Theory for the Quadratic Wasserstein Space Xiqiang Qu Jun Chen Lei Yu Xiangyu Xu 78 0 0 24 Apr 2025
Generative Semantic Communications: Principles and Practices Xiaojun Yuan Haoming Ma Yinuo Huang Zhoufan Hua Yong Zuo Z. Ding AI4CE 25 0 0 21 Apr 2025
Tree-NeRV: A Tree-Structured Neural Representation for Efficient Non-Uniform Video Encoding Jiancheng Zhao Yifan Zhan Qingtian Zhu Mingze Ma Muyao Niu Zunian Wan Xiang Ji Yinqiang Zheng 34 0 0 17 Apr 2025
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff Eric Lei Hamed Hassani Shirin Saeedi Bidokhti 84 2 0 21 Mar 2025
Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization Kyle Sargent Kyle Hsu Justin Johnson L. Fei-Fei Jiajun Wu DiffM MU 60 4 0 14 Mar 2025
DLF: Extreme Image Compression with Dual-generative Latent Fusion Naifu Xue Zhaoyang Jia Jiahao Li Bin Li Yuan Zhang Yan-Heng Lu 56 1 0 03 Mar 2025
Token Communications: A Unified Framework for Cross-modal Context-aware Semantic Communications Li Qiao Mahdi Boloursaz Mashhadi Zhen Gao Rahim Tafazolli Mehdi Bennis Dusit Niyato 84 6 0 17 Feb 2025
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang Li Zhang Siwei Ma Qingming Huang 77 1 0 10 Feb 2025
Integrating Semantic Communication and Human Decision-Making into an End-to-End Sensing-Decision Framework Edgar Beck Hsuan-Yu Lin Patrick Rückert Yongping Bao Bettina von Helversen Sebastian Fehrler Kirsten Tracht Armin Dekorsy 78 0 0 06 Dec 2024
Conditional Hallucinations for Image Compression Till Aczél Roger Wattenhofer 36 0 0 25 Oct 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 45 2 0 16 Jul 2024
Controlling Rate, Distortion, and Realism: Towards a Single Comprehensive Neural Image Compression Model Shoma Iwai Tomo Miyazaki S. Omachi 57 11 0 27 May 2024
A Rate-Distortion-Classification Approach for Lossy Image Compression Yuefeng Zhang 23 3 0 06 May 2024
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness Yassine Hamdi Aaron B. Wagner Deniz Gündüz 35 9 0 01 Apr 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 72 12 0 26 Mar 2024
Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression Daxin Li Yuanchao Bai Kai Wang Junjun Jiang Xianming Liu 26 1 0 25 Jan 2024
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure Sadaf Salehkalaibar Jun Chen Ashish Khisti Wei Yu 61 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 Zhang 43 15 0 17 Jan 2024
On the Computation of the Gaussian Rate-Distortion-Perception Function Giuseppe Serra Photios A. Stavrou Marios Kountouris 19 7 0 15 Nov 2023
Neural Image Compression Using Masked Sparse Visual Representation Wei Jiang Wei Wang Yuewei Chen 21 7 0 20 Sep 2023
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller DiffM VLM 29 4 0 06 Sep 2023
A Review of Change of Variable Formulas for Generative Modeling Ullrich Kothe 34 6 0 04 Aug 2023
M2T: Masking Transformers Twice for Faster Decoding Fabian Mentzer E. Agustsson Michael Tschannen 23 17 0 14 Apr 2023
Generative Joint Source-Channel Coding for Semantic Image Transmission Ece Naz Erdemir Tze-Yang Tung Pier Luigi Dragotti Deniz Gunduz GAN 25 78 0 24 Nov 2022
Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory Ali Zafari Atefeh Khoshkhahtinat P. Mehta Nasser M. Nasrabadi B. Thompson D. D. Silva M. Kirk 13 9 0 12 Oct 2022
Flexible Neural Image Compression via Code Editing Chenjian Gao Tongda Xu Dailan He Hongwei Qin Yan Wang 46 24 0 19 Sep 2022
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 11 128 0 14 Sep 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 29 434 0 19 Jul 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 35 78 0 17 Jun 2022
PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework Ning Kang Shanzhao Qiu Shifeng Zhang Zhenguo Li Shutao Xia 22 17 0 10 Jun 2022
ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding Dailan He Zi Yang Weikun Peng Rui Ma Hongwei Qin Yan Wang 36 323 0 21 Mar 2022
No Free Lunch Theorem for Security and Utility in Federated Learning Xiaojin Zhang Hanlin Gu Lixin Fan Kai Chen Qiang Yang FedML 24 64 0 11 Mar 2022
The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness Aaron B. Wagner 23 36 0 08 Feb 2022
An Indirect Rate-Distortion Characterization for Semantic Sources: General Model and the Case of Gaussian Observation Jiakun Liu Shuo Shao Wenyi Zhang H. Vincent Poor 21 34 0 29 Jan 2022
Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models Daniel Bogdoll Johannes Jestram Jonas Rauch Christin Scheib Moritz Wittig J. Marius Zöllner 25 9 0 05 Nov 2021
Learned Image Compression for Machine Perception Felipe Codevilla Jean-Gabriel Simard Ross Goroshin C. Pal 27 20 0 03 Nov 2021
End-to-End Image Compression with Probabilistic Decoding Haichuan Ma Dong Liu Cunhui Dong Li Li Feng Wu 19 1 0 30 Sep 2021
Data Sharing and Compression for Cooperative Networked Control Jiangnan Cheng Marco Pavone Sachin Katti Sandeep P. Chinchali A. Tang 34 10 0 29 Sep 2021
Neural Video Compression using GANs for Detail Synthesis and Propagation Fabian Mentzer E. Agustsson Johannes Ballé David C. Minnen Nick Johnston G. Toderici GAN 24 38 0 26 Jul 2021
A Theory of the Distortion-Perception Tradeoff in Wasserstein Space Dror Freirich T. Michaeli Ron Meir 27 40 0 06 Jul 2021
Universal Rate-Distortion-Perception Representations for Lossy Compression George Zhang Jingjing Qian Jun Chen Ashish Khisti 21 66 0 18 Jun 2021
A coding theorem for the rate-distortion-perception function Lucas Theis Aaron B. Wagner 65 49 0 28 Apr 2021
Thousand to One: Semantic Prior Modeling for Conceptual Coding Jianhui Chang Zhenghui Zhao Lingbo Yang Chuanmin Jia Jian Zhang Siwei Ma 27 21 0 12 Mar 2021
On the advantages of stochastic encoders Lucas Theis E. Agustsson 57 44 0 18 Feb 2021
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing Ting-Chun Wang Arun Mallya Xuan Li 3DH 37 470 0 30 Nov 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 12 9 0 29 Sep 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 57 463 0 17 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 52 1,587 0 15 Jun 2020