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
Saliency Driven Perceptual Image Compression Yash J. Patel Srikar Appalaraju R. Manmatha 31 6 0 12 Feb 2020
Learning End-to-End Lossy Image Compression: A Benchmark Yueyu Hu Wenhan Yang Zhan Ma Jiaying Liu 32 157 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 18 1 0 10 Feb 2020
A Unified End-to-End Framework for Efficient Deep Image Compression Jiaheng Liu Guo Lu Zhihao Hu Dong Xu 49 107 0 09 Feb 2020
Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups Sohrab Ferdowsi Behrooz Razeghi T. Holotyak Flavio du Pin Calmon Slava Voloshynovskiy PICV 9 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 24 24 0 01 Feb 2020
Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction Seyed Mehdi Ayyoubzadeh Xiaolin Wu 6 3 0 28 Jan 2020
A Foreground-background Parallel Compression with Residual Encoding for Surveillance Video Lirong Wu Kejie Huang Haibin Shen Lianli Gao 29 20 0 18 Jan 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 19 42 0 18 Jan 2020
Deep Image Compression using Decoder Side Information Sharon Ayzik S. Avidan 14 33 0 14 Jan 2020
Unsupervised Enhancement of Real-World Depth Images Using Tri-Cycle GAN Alona Baruhov Guy Gilboa GAN 19 5 0 11 Jan 2020
Generative Memorize-Then-Recall framework for low bit-rate Surveillance Video Compression Yaojun Wu Tianyu He Zhibo Chen 19 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 31 80 0 15 Dec 2019
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration Haojie Liu Han shen Lichao Huang Ming-Tse Lu Tong Chen Zhan Ma 23 55 0 13 Dec 2019
BINet: a binary inpainting network for deep patch-based image compression A. Nortje Willie Brink H. Engelbrecht Herman Kamper MQ 17 7 0 11 Dec 2019
Information bottleneck through variational glasses Slava Voloshynovskiy Mouad Kondah Shideh Rezaeifar O. Taran T. Holotyak Danilo Jimenez Rezende GAN DRL 13 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 56 65 0 19 Oct 2019
Observer Dependent Lossy Image Compression Maurice Weber Cédric Renggli H. Grabner Ce Zhang 10 7 0 08 Oct 2019
Deep Perceptual Compression Yash J. Patel Srikar Appalaraju R. Manmatha 14 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 22 22 0 15 Jul 2019
A Deep Image Compression Framework for Face Recognition Nai Bian F. Liang H. Fu Bo Lei CVBM 20 8 0 03 Jul 2019
Speeding up VP9 Intra Encoder with Hierarchical Deep Learning Based Partition Prediction Somdyuti Paul A. Norkin A. Bovik 16 14 0 15 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 16 1,767 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 20 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 21 251 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 13 17 0 08 Apr 2019
Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks Zhe He Adrian Spurr Xucong Zhang Otmar Hilliges GAN 19 53 0 29 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 12 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 26 15 0 12 Feb 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 25 299 0 23 Jan 2019
Neural Image Decompression: Learning to Render Better Image Previews S. Baluja David Marwood Nick Johnston Michele Covell 3DGS 17 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 17 645 0 30 Nov 2018
Practical Full Resolution Learned Lossless Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 8 193 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 22 17 0 26 Nov 2018
Learned Video Compression Oren Rippel Sanjay Nair Carissa Lew Steve Branson Alexander G. Anderson Lubomir D. Bourdev 22 228 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 9 5 0 25 Oct 2018
Conditional WaveGAN Chae Young Lee Anoop Toffy G. Jung W. Han DiffM 16 21 0 27 Sep 2018
Symbolic Tensor Neural Networks for Digital Media - from Tensor Processing via BNF Graph Rules to CREAMS Applications W. Skarbek 10 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 27 154 0 12 Jul 2018
Virtual Codec Supervised Re-Sampling Network for Image Compression Lijun Zhao H. Bai Anhong Wang Yao-Min Zhao 27 1 0 22 Jun 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 16 89 0 08 Jun 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 14 130 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 21 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 20 9 0 18 Jan 2018
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 50 794 0 16 Nov 2017
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 70 244 0 18 Jul 2016