Generative Adversarial Networks for Extreme Learned Image Compression

9 April 2018

E. Agustsson

Michael Tschannen

Fabian Mentzer

Radu Timofte

Luc Van Gool

GAN

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Papers citing "Generative Adversarial Networks for Extreme Learned Image Compression"

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Slimmable Compressive Autoencoders for Practical Neural Image Compression Feiyu Yang Luis Herranz Yongmei Cheng M. Mozerov 31 65 0 29 Mar 2021
Attention-guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton Xi Zhang Xiaolin Wu 27 27 0 29 Mar 2021
Checkerboard Context Model for Efficient Learned Image Compression Dailan He Yaoyan Zheng Baochen Sun Yan Wang Hongwei Qin 32 276 0 29 Mar 2021
A Cross Channel Context Model for Latents in Deep Image Compression Changyue Ma Zhao Wang Ru-Ling Liao Yan Ye 13 18 0 04 Mar 2021
Soft Compression for Lossless Image Coding Gangtao Xin Pingyi Fan 10 6 0 11 Dec 2020
How to Exploit the Transferability of Learned Image Compression to Conventional Codecs Jan P. Klopp Keng-Chi Liu Liang-Gee Chen Shao-Yi Chien 11 15 0 03 Dec 2020
Ultra-low bitrate video conferencing using deep image animation Goluck Konuko G. Valenzise Stéphane Lathuilière 3DH 25 34 0 01 Dec 2020
Low Bandwidth Video-Chat Compression using Deep Generative Models Maxime Oquab Pierre Stock Oran Gafni Daniel Haziza Tao Xu ... Yana Hasson Patrick Labatut Bobo Bose-Kolanu T. Peyronel Camille Couprie 3DH 22 41 0 01 Dec 2020
Causal Contextual Prediction for Learned Image Compression Zongyu Guo Zhizheng Zhang Runsen Feng Zhibo Chen CML 25 137 0 19 Nov 2020
CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement Di Ma Fan Zhang David R. Bull GAN 24 21 0 18 Nov 2020
Conceptual Compression via Deep Structure and Texture Synthesis Jianhui Chang Zhenghui Zhao Chuanmin Jia Shiqi Wang Lingbo Yang Qi Mao Jian Zhang Siwei Ma DiffM 25 32 0 10 Nov 2020
Generating Unobserved Alternatives Shichong Peng Ke Li 13 4 0 03 Nov 2020
Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks Hanbin Son Taeoh Kim Hyeongmin Lee Sangyoun Lee 18 14 0 30 Sep 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 12 9 0 29 Sep 2020
Improving Deep Video Compression by Resolution-adaptive Flow Coding Zhihao Hu Zhenghao Chen Dong Xu Guo Lu Wanli Ouyang S. O. O. ScienceTechnology 34 123 0 13 Sep 2020
Object Detection-Based Variable Quantization Processing Likun Liu Huayi Qi MQ 12 0 0 01 Sep 2020
Lossy Image Compression with Normalizing Flows Leonhard Helminger Abdelaziz Djelouah Markus Gross Christopher Schroers 11 47 0 24 Aug 2020
Fidelity-Controllable Extreme Image Compression with Generative Adversarial Networks Shoma Iwai Tomo Miyazaki Yoshihiro Sugaya S. Omachi GAN 11 43 0 24 Aug 2020
Towards Modality Transferable Visual Information Representation with Optimal Model Compression Rongqun Lin Linwei Zhu Shiqi Wang Sam Kwong 27 2 0 13 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Xuan Li Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 28 153 0 06 Aug 2020
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 14 403 0 17 Jul 2020
Channel-Level Variable Quantization Network for Deep Image Compression Zhisheng Zhong Hiroaki Akutsu Kiyoharu Aizawa 19 20 0 15 Jul 2020
Neural Video Coding using Multiscale Motion Compensation and Spatiotemporal Context Model Haojie Liu Ming-Tse Lu Zhan Ma Fan Wang Zhihuang Xie Xun Cao Yao Wang 32 79 0 09 Jul 2020
Perceptually Optimizing Deep Image Compression Li-Heng Chen C. Bampis Zhi Li A. Norkin A. Bovik 8 9 0 03 Jul 2020
Modeling Lost Information in Lossy Image Compression Yaolong Wang Mingqing Xiao Chang-Shu Liu Shuxin Zheng Tie-Yan Liu 26 23 0 22 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 54 461 0 17 Jun 2020
Universally Quantized Neural Compression E. Agustsson Lucas Theis MQ 19 89 0 17 Jun 2020
What's in the Image? Explorable Decoding of Compressed Images Yuval Bahat T. Michaeli DiffM 36 3 0 16 Jun 2020
Self-Supervised Domain Mismatch Estimation for Autonomous Perception Jonas Löhdefink Justin Fehrling Marvin Klingner Fabian Hüger Peter Schlicht Nico M. Schmidt Tim Fingscheidt 13 15 0 15 Jun 2020
CompressNet: Generative Compression at Extremely Low Bitrates Shubham Dash Aditya A. Ramesh Vijayakrishna Naganoor S. K. Raman Giridharan Kumaravelu Honglak Lee 8 14 0 14 Jun 2020
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression Shiyu Duan Huaijin Chen Liang Feng 24 5 0 24 May 2020
Invertible Image Rescaling Mingqing Xiao Shuxin Zheng Chang-Shu Liu Yaolong Wang Di He Guolin Ke Jiang Bian Zhouchen Lin Tie-Yan Liu SupR 27 234 0 12 May 2020
Comparison of Image Quality Models for Optimization of Image Processing Systems Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli VLM 14 17 0 04 May 2020
Distributed Learning and Inference with Compressed Images Sudeep Katakol Basem Elbarashy Luis Herranz Joost van de Weijer Antonio M. López 14 9 0 22 Apr 2020
Adversarial Distortion for Learned Video Compression Vijay Veerabadran Reza Pourreza A. Habibian Taco S. Cohen GAN 35 13 0 20 Apr 2020
Lossless Image Compression through Super-Resolution Shengcao Cao Chaoxia Wu Philipp Krahenbuhl 25 38 0 06 Apr 2020
Neural Communication Systems with Bandwidth-limited Channel Karen Ullrich Fabio Viola Danilo Jimenez Rezende 26 1 0 30 Mar 2020
Content Adaptive and Error Propagation Aware Deep Video Compression Guo Lu Chunlei Cai Xiaoyun Zhang Li Chen Wanli Ouyang Dong Xu Zhiyong Gao 17 141 0 25 Mar 2020
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 68 69 0 23 Mar 2020
Object-Based Image Coding: A Learning-Driven Revisit Qi Xia Haojie Liu Zhan Ma DiffM 18 12 0 18 Mar 2020
Learning to Structure an Image with Few Colors Yunzhong Hou Liang Zheng Stephen Gould MQ 35 19 0 17 Mar 2020
Improved Image Coding Autoencoder With Deep Learning Licheng Xiao Hairong Wang N. Ling 9 0 0 28 Feb 2020
Hierarchical Quantized Autoencoders Will Williams Sam Ringer T. Ash John Hughes D. Macleod Jamie Dougherty BDL DRL 14 59 0 19 Feb 2020