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v1v2v3 (latest)

Generative Adversarial Networks for Extreme Learned Image Compression

9 April 2018

E. Agustsson

Michael Tschannen

Fabian Mentzer

Radu Timofte

Luc Van Gool

GAN

ArXiv (abs)PDF HTML

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

50 / 255 papers shown

Title
Distributed Learning and Inference with Compressed Images Sudeep Katakol Basem Elbarashy Luis Herranz Joost van de Weijer Antonio M. López 89 11 0 22 Apr 2020
Adversarial Distortion for Learned Video Compression Vijay Veerabadran Reza Pourreza A. Habibian Taco S. Cohen GAN 90 14 0 20 Apr 2020
Lossless Image Compression through Super-Resolution Shengcao Cao Chaoxia Wu Philipp Krahenbuhl 93 43 0 06 Apr 2020
Neural Communication Systems with Bandwidth-limited Channel Karen Ullrich Fabio Viola Danilo Jimenez Rezende 75 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 98 151 0 25 Mar 2020
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 187 74 0 23 Mar 2020
Object-Based Image Coding: A Learning-Driven Revisit Qi Xia Haojie Liu Zhan Ma DiffM 53 13 0 18 Mar 2020
Learning to Structure an Image with Few Colors Yunzhong Hou Liang Zheng Stephen Gould MQ 116 21 0 17 Mar 2020
Improved Image Coding Autoencoder With Deep Learning Licheng Xiao Hairong Wang N. Ling 32 0 0 28 Feb 2020
Hierarchical Quantized Autoencoders Will Williams Sam Ringer T. Ash John Hughes D. Macleod Jamie Dougherty BDL DRL 201 72 0 19 Feb 2020
Saliency Driven Perceptual Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 112 6 0 12 Feb 2020
Learning End-to-End Lossy Image Compression: A Benchmark Yueyu Hu Wenhan Yang Zhan Ma Jiaying Liu 185 175 0 10 Feb 2020
$Ultra High Fidelity Image Compression with $\ell_\infty$-constrained Encoding and Deep Decoding$ Ultra High Fidelity Image Compression with $\ell_\infty$ -constrained Encoding and Deep Decoding Xi Zhang Xiaolin Wu 72 1 0 10 Feb 2020
A Unified End-to-End Framework for Efficient Deep Image Compression Jiaheng Liu Guo Lu Zhihao Hu Dong Xu 218 115 0 09 Feb 2020
Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups Sohrab Ferdowsi Behrooz Razeghi T. Holotyak Flavio du Pin Calmon Svyatoslav Voloshynovskiy PICV 44 11 0 04 Feb 2020
Better Compression with Deep Pre-Editing Hossein Talebi D. Kelly Xiyang Luo Ignacio Garcia Dorado Feng Yang P. Milanfar Michael Elad 181 27 0 01 Feb 2020
Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction Seyed Mehdi Ayyoubzadeh Xiaolin Wu 56 3 0 28 Jan 2020
A Foreground-background Parallel Compression with Residual Encoding for Surveillance Video Lirong Wu Kejie Huang Haibin Shen Lianli Gao 71 21 0 18 Jan 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 91 43 0 18 Jan 2020
Deep Image Compression using Decoder Side Information Sharon Ayzik S. Avidan 76 38 0 14 Jan 2020
Unsupervised Enhancement of Real-World Depth Images Using Tri-Cycle GAN Alona Baruhov Guy Gilboa GAN 50 5 0 11 Jan 2020
Generative Memorize-Then-Recall framework for low bit-rate Surveillance Video Compression Yaojun Wu Tianyu He Zhibo Chen 62 0 0 30 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 218 82 0 15 Dec 2019
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration Haojie Liu Han shen Lichao Huang Ming Lu Tong Chen Zhan Ma 98 59 0 13 Dec 2019
BINet: a binary inpainting network for deep patch-based image compression A. Nortje Willie Brink H. Engelbrecht Herman Kamper MQ 59 7 0 11 Dec 2019
Information bottleneck through variational glasses Svyatoslav Voloshynovskiy Mouad Kondah Shideh Rezaeifar O. Taran T. Holotyak Danilo Jimenez Rezende GAN DRL 123 37 0 02 Dec 2019
ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression Li-Heng Chen C. Bampis Zhi Li A. Norkin A. Bovik 158 68 0 19 Oct 2019
Observer Dependent Lossy Image Compression Maurice Weber Cédric Renggli H. Grabner Ce Zhang 100 7 0 08 Oct 2019
Deep Perceptual Compression Yash J. Patel Srikar Appalaraju R. Manmatha 104 25 0 18 Jul 2019
Improved Hybrid Layered Image Compression using Deep Learning and Traditional Codecs H. Fu F. Liang Bo Lei Nai Bian Qian Zhang Mohammad Akbari Jie Liang Chengjie Tu 60 23 0 15 Jul 2019
A Deep Image Compression Framework for Face Recognition Nai Bian F. Liang H. Fu Bo Lei CVBM 49 8 0 03 Jul 2019
Speeding up VP9 Intra Encoder with Hierarchical Deep Learning Based Partition Prediction Somdyuti Paul A. Norkin A. Bovik 83 15 0 15 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 435 1,949 0 02 Jun 2019
A Compression Objective and a Cycle Loss for Neural Image Compression Çağlar Aytekin Francesco Cricri A. Hallapuro J. Lainema Emre B. Aksu M. Hannuksela 56 9 0 24 May 2019
Non-local Attention Optimized Deep Image Compression Haojie Liu Tong Chen Peiyao Guo Qiu Shen Xun Cao Yao Wang Zhan Ma 119 271 0 22 Apr 2019
Extreme Image Coding via Multiscale Autoencoders With Generative Adversarial Optimization Chao Huang Haojie Liu Tong Chen Qiu Shen Zhan Ma GAN 76 17 0 08 Apr 2019
Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks Zhe He Adrian Spurr Xucong Zhang Otmar Hilliges GAN 117 53 0 29 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 68 15 0 16 Mar 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 93 15 0 12 Feb 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 229 341 0 23 Jan 2019
Neural Image Decompression: Learning to Render Better Image Previews S. Baluja David Marwood Nick Johnston Michele Covell 3DGS 38 1 0 06 Dec 2018
DVC: An End-to-end Deep Video Compression Framework Guo Lu Wanli Ouyang Dong Xu Xiaoyun Zhang Chunlei Cai Zhiyong Gao VGen 231 692 0 30 Nov 2018
Practical Full Resolution Learned Lossless Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 194 215 0 30 Nov 2018
Adversarial Video Compression Guided by Soft Edge Detection Sungsoo Kim Jin Soo Park C. Bampis Jaeseong Lee M. Markey A. Dimakis A. Bovik GAN 80 17 0 26 Nov 2018
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 117 240 0 16 Nov 2018
Towards improved lossy image compression: Human image reconstruction with public-domain images Ashutosh Bhown Soham Mukherjee Sean T. Yang Shubham Chandak Irena Fischer-Hwang Kedar Tatwawadi Judith Fan Tsachy Weissman 3DH 61 6 0 25 Oct 2018
Conditional WaveGAN Chae Young Lee Anoop Toffy G. Jung W. Han DiffM 58 21 0 27 Sep 2018
Symbolic Tensor Neural Networks for Digital Media - from Tensor Processing via BNF Graph Rules to CREAMS Applications W. Skarbek 85 12 0 18 Sep 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 195 157 0 12 Jul 2018
Virtual Codec Supervised Re-Sampling Network for Image Compression Lijun Zhao Yuxi Liu Anhong Wang Yao-Min Zhao 79 1 0 22 Jun 2018

v1v2v3 (latest)

Generative Adversarial Networks for Extreme Learned Image Compression

9 April 2018

E. Agustsson

Michael Tschannen

Fabian Mentzer

Radu Timofte

Luc Van Gool

GAN

ArXiv (abs)PDF HTML

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

50 / 255 papers shown

Title
Distributed Learning and Inference with Compressed Images Sudeep Katakol Basem Elbarashy Luis Herranz Joost van de Weijer Antonio M. López 89 11 0 22 Apr 2020
Adversarial Distortion for Learned Video Compression Vijay Veerabadran Reza Pourreza A. Habibian Taco S. Cohen GAN 90 14 0 20 Apr 2020
Lossless Image Compression through Super-Resolution Shengcao Cao Chaoxia Wu Philipp Krahenbuhl 93 43 0 06 Apr 2020
Neural Communication Systems with Bandwidth-limited Channel Karen Ullrich Fabio Viola Danilo Jimenez Rezende 75 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 98 151 0 25 Mar 2020
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 187 74 0 23 Mar 2020
Object-Based Image Coding: A Learning-Driven Revisit Qi Xia Haojie Liu Zhan Ma DiffM 53 13 0 18 Mar 2020
Learning to Structure an Image with Few Colors Yunzhong Hou Liang Zheng Stephen Gould MQ 116 21 0 17 Mar 2020
Improved Image Coding Autoencoder With Deep Learning Licheng Xiao Hairong Wang N. Ling 32 0 0 28 Feb 2020
Hierarchical Quantized Autoencoders Will Williams Sam Ringer T. Ash John Hughes D. Macleod Jamie Dougherty BDL DRL 201 72 0 19 Feb 2020
Saliency Driven Perceptual Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 112 6 0 12 Feb 2020
Learning End-to-End Lossy Image Compression: A Benchmark Yueyu Hu Wenhan Yang Zhan Ma Jiaying Liu 185 175 0 10 Feb 2020
$Ultra High Fidelity Image Compression with $\ell_\infty$-constrained Encoding and Deep Decoding$ Ultra High Fidelity Image Compression with $\ell_\infty$ -constrained Encoding and Deep Decoding Xi Zhang Xiaolin Wu 72 1 0 10 Feb 2020
A Unified End-to-End Framework for Efficient Deep Image Compression Jiaheng Liu Guo Lu Zhihao Hu Dong Xu 218 115 0 09 Feb 2020
Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups Sohrab Ferdowsi Behrooz Razeghi T. Holotyak Flavio du Pin Calmon Svyatoslav Voloshynovskiy PICV 44 11 0 04 Feb 2020
Better Compression with Deep Pre-Editing Hossein Talebi D. Kelly Xiyang Luo Ignacio Garcia Dorado Feng Yang P. Milanfar Michael Elad 181 27 0 01 Feb 2020
Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction Seyed Mehdi Ayyoubzadeh Xiaolin Wu 56 3 0 28 Jan 2020
A Foreground-background Parallel Compression with Residual Encoding for Surveillance Video Lirong Wu Kejie Huang Haibin Shen Lianli Gao 71 21 0 18 Jan 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 91 43 0 18 Jan 2020
Deep Image Compression using Decoder Side Information Sharon Ayzik S. Avidan 76 38 0 14 Jan 2020
Unsupervised Enhancement of Real-World Depth Images Using Tri-Cycle GAN Alona Baruhov Guy Gilboa GAN 50 5 0 11 Jan 2020
Generative Memorize-Then-Recall framework for low bit-rate Surveillance Video Compression Yaojun Wu Tianyu He Zhibo Chen 62 0 0 30 Dec 2019
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds Albert Pumarola S. Popov Francesc Moreno-Noguer V. Ferrari 3DPC AI4CE 218 82 0 15 Dec 2019
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration Haojie Liu Han shen Lichao Huang Ming Lu Tong Chen Zhan Ma 98 59 0 13 Dec 2019
BINet: a binary inpainting network for deep patch-based image compression A. Nortje Willie Brink H. Engelbrecht Herman Kamper MQ 59 7 0 11 Dec 2019
Information bottleneck through variational glasses Svyatoslav Voloshynovskiy Mouad Kondah Shideh Rezaeifar O. Taran T. Holotyak Danilo Jimenez Rezende GAN DRL 123 37 0 02 Dec 2019
ProxIQA: A Proxy Approach to Perceptual Optimization of Learned Image Compression Li-Heng Chen C. Bampis Zhi Li A. Norkin A. Bovik 158 68 0 19 Oct 2019
Observer Dependent Lossy Image Compression Maurice Weber Cédric Renggli H. Grabner Ce Zhang 100 7 0 08 Oct 2019
Deep Perceptual Compression Yash J. Patel Srikar Appalaraju R. Manmatha 104 25 0 18 Jul 2019
Improved Hybrid Layered Image Compression using Deep Learning and Traditional Codecs H. Fu F. Liang Bo Lei Nai Bian Qian Zhang Mohammad Akbari Jie Liang Chengjie Tu 60 23 0 15 Jul 2019
A Deep Image Compression Framework for Face Recognition Nai Bian F. Liang H. Fu Bo Lei CVBM 49 8 0 03 Jul 2019
Speeding up VP9 Intra Encoder with Hierarchical Deep Learning Based Partition Prediction Somdyuti Paul A. Norkin A. Bovik 83 15 0 15 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 435 1,949 0 02 Jun 2019
A Compression Objective and a Cycle Loss for Neural Image Compression Çağlar Aytekin Francesco Cricri A. Hallapuro J. Lainema Emre B. Aksu M. Hannuksela 56 9 0 24 May 2019
Non-local Attention Optimized Deep Image Compression Haojie Liu Tong Chen Peiyao Guo Qiu Shen Xun Cao Yao Wang Zhan Ma 119 271 0 22 Apr 2019
Extreme Image Coding via Multiscale Autoencoders With Generative Adversarial Optimization Chao Huang Haojie Liu Tong Chen Qiu Shen Zhan Ma GAN 76 17 0 08 Apr 2019
Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks Zhe He Adrian Spurr Xucong Zhang Otmar Hilliges GAN 117 53 0 29 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 68 15 0 16 Mar 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 93 15 0 12 Feb 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 229 341 0 23 Jan 2019
Neural Image Decompression: Learning to Render Better Image Previews S. Baluja David Marwood Nick Johnston Michele Covell 3DGS 38 1 0 06 Dec 2018
DVC: An End-to-end Deep Video Compression Framework Guo Lu Wanli Ouyang Dong Xu Xiaoyun Zhang Chunlei Cai Zhiyong Gao VGen 231 692 0 30 Nov 2018
Practical Full Resolution Learned Lossless Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 194 215 0 30 Nov 2018
Adversarial Video Compression Guided by Soft Edge Detection Sungsoo Kim Jin Soo Park C. Bampis Jaeseong Lee M. Markey A. Dimakis A. Bovik GAN 80 17 0 26 Nov 2018
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 117 240 0 16 Nov 2018
Towards improved lossy image compression: Human image reconstruction with public-domain images Ashutosh Bhown Soham Mukherjee Sean T. Yang Shubham Chandak Irena Fischer-Hwang Kedar Tatwawadi Judith Fan Tsachy Weissman 3DH 61 6 0 25 Oct 2018
Conditional WaveGAN Chae Young Lee Anoop Toffy G. Jung W. Han DiffM 58 21 0 27 Sep 2018
Symbolic Tensor Neural Networks for Digital Media - from Tensor Processing via BNF Graph Rules to CREAMS Applications W. Skarbek 85 12 0 18 Sep 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 195 157 0 12 Jul 2018
Virtual Codec Supervised Re-Sampling Network for Image Compression Lijun Zhao Yuxi Liu Anhong Wang Yao-Min Zhao 79 1 0 22 Jun 2018