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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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Title
Content Adaptive and Error Propagation Aware Deep Video Compression Guo Lu Chunlei Cai Xiaoyun Zhang Li Chen Wanli Ouyang Dong Xu Zhiyong Gao 79 148 0 25 Mar 2020
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 153 72 0 23 Mar 2020
Object-Based Image Coding: A Learning-Driven Revisit Qi Xia Haojie Liu Zhan Ma DiffM 45 12 0 18 Mar 2020
Learning to Structure an Image with Few Colors Yunzhong Hou Liang Zheng Stephen Gould MQ 108 20 0 17 Mar 2020
Improved Image Coding Autoencoder With Deep Learning Licheng Xiao Hairong Wang N. Ling 23 0 0 28 Feb 2020
Hierarchical Quantized Autoencoders Will Williams Sam Ringer T. Ash John Hughes D. Macleod Jamie Dougherty BDL DRL 93 66 0 19 Feb 2020
Saliency Driven Perceptual Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 70 6 0 12 Feb 2020
Learning End-to-End Lossy Image Compression: A Benchmark Yueyu Hu Wenhan Yang Zhan Ma Jiaying Liu 129 166 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 57 1 0 10 Feb 2020
A Unified End-to-End Framework for Efficient Deep Image Compression Jiaheng Liu Guo Lu Zhihao Hu Dong Xu 150 107 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 20 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 111 24 0 01 Feb 2020
Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction Seyed Mehdi Ayyoubzadeh Xiaolin Wu 52 3 0 28 Jan 2020
A Foreground-background Parallel Compression with Residual Encoding for Surveillance Video Lirong Wu Kejie Huang Haibin Shen Lianli Gao 59 20 0 18 Jan 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 83 43 0 18 Jan 2020
Deep Image Compression using Decoder Side Information Sharon Ayzik S. Avidan 65 36 0 14 Jan 2020
Unsupervised Enhancement of Real-World Depth Images Using Tri-Cycle GAN Alona Baruhov Guy Gilboa GAN 39 5 0 11 Jan 2020
Generative Memorize-Then-Recall framework for low bit-rate Surveillance Video Compression Yaojun Wu Tianyu He Zhibo Chen 47 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 190 80 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 78 58 0 13 Dec 2019
BINet: a binary inpainting network for deep patch-based image compression A. Nortje Willie Brink H. Engelbrecht Herman Kamper MQ 47 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 70 34 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 119 68 0 19 Oct 2019
Observer Dependent Lossy Image Compression Maurice Weber Cédric Renggli H. Grabner Ce Zhang 68 7 0 08 Oct 2019
Deep Perceptual Compression Yash J. Patel Srikar Appalaraju R. Manmatha 77 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 52 22 0 15 Jul 2019
A Deep Image Compression Framework for Face Recognition Nai Bian F. Liang H. Fu Bo Lei CVBM 45 8 0 03 Jul 2019
Speeding up VP9 Intra Encoder with Hierarchical Deep Learning Based Partition Prediction Somdyuti Paul A. Norkin A. Bovik 63 14 0 15 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 345 1,834 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 35 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 88 258 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 58 17 0 08 Apr 2019
Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks Zhe He Adrian Spurr Xucong Zhang Otmar Hilliges GAN 106 53 0 29 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 45 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 69 15 0 12 Feb 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 156 309 0 23 Jan 2019
Neural Image Decompression: Learning to Render Better Image Previews S. Baluja David Marwood Nick Johnston Michele Covell 3DGS 29 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 166 667 0 30 Nov 2018
Practical Full Resolution Learned Lossless Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 138 200 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 76 17 0 26 Nov 2018
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 99 234 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 57 6 0 25 Oct 2018
Conditional WaveGAN Chae Young Lee Anoop Toffy G. Jung W. Han DiffM 54 21 0 27 Sep 2018
Symbolic Tensor Neural Networks for Digital Media - from Tensor Processing via BNF Graph Rules to CREAMS Applications W. Skarbek 63 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 138 156 0 12 Jul 2018
Virtual Codec Supervised Re-Sampling Network for Image Compression Lijun Zhao Yuxi Liu Anhong Wang Yao-Min Zhao 52 1 0 22 Jun 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 71 90 0 08 Jun 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 81 134 0 28 May 2018
Block-optimized Variable Bit Rate Neural Image Compression Çağlar Aytekin Xingyang Ni Francesco Cricri J. Lainema Emre B. Aksu M. Hannuksela 69 15 0 28 May 2018
$Near-lossless $\ell_\infty$-constrained Image Decompression via Deep Neural Network$ Near-lossless $\ell_\infty$ -constrained Image Decompression via Deep Neural Network Xi Zhang Xiaolin Wu 73 9 0 18 Jan 2018