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Deep Generative Models for Distribution-Preserving Lossy Compression

28 May 2018

Papers citing "Deep Generative Models for Distribution-Preserving Lossy Compression"

27 / 77 papers shown

Title
Slimmable Compressive Autoencoders for Practical Neural Image Compression Feiyu Yang Luis Herranz Yongmei Cheng M. Mozerov 64 66 0 29 Mar 2021
On the advantages of stochastic encoders Lucas Theis E. Agustsson 116 46 0 18 Feb 2021
Image-to-Image Translation: Methods and Applications Yingxue Pang Jianxin Lin Tao Qin Zhibo Chen VLM 115 268 0 21 Jan 2021
Data InStance Prior (DISP) in Generative Adversarial Networks Puneet Mangla Nupur Kumari M. Singh Balaji Krishnamurthy V. Balasubramanian GAN 68 10 0 08 Dec 2020
Enhanced Standard Compatible Image Compression Framework based on Auxiliary Codec Networks Hanbin Son Taeoh Kim Hyeongmin Lee Sangyoun Lee 66 14 0 30 Sep 2020
Fidelity-Controllable Extreme Image Compression with Generative Adversarial Networks Shoma Iwai Tomo Miyazaki Yoshihiro Sugaya S. Omachi GAN 84 46 0 24 Aug 2020
Towards Modality Transferable Visual Information Representation with Optimal Model Compression Rongqun Lin Linwei Zhu Shiqi Wang Sam Kwong 63 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 170 155 0 06 Aug 2020
Modeling Lost Information in Lossy Image Compression Yaolong Wang Mingqing Xiao Chang-Shu Liu Shuxin Zheng Tie-Yan Liu 69 23 0 22 Jun 2020
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 137 478 0 17 Jun 2020
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression Shiyu Duan Huaijin Chen Liang Feng 43 6 0 24 May 2020
Adversarial Distortion for Learned Video Compression Vijay Veerabadran Reza Pourreza A. Habibian Taco S. Cohen GAN 72 14 0 20 Apr 2020
Neural Communication Systems with Bandwidth-limited Channel Karen Ullrich Fabio Viola Danilo Jimenez Rezende 51 1 0 30 Mar 2020
Learning Better Lossless Compression Using Lossy Compression Fabian Mentzer Luc Van Gool Michael Tschannen 146 72 0 23 Mar 2020
Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation Ze Cui Jing Wang Shang Gao Bo Bai Tiansheng Guo Yihui Feng 96 137 0 04 Mar 2020
Hierarchical Quantized Autoencoders Will Williams Sam Ringer T. Ash John Hughes D. Macleod Jamie Dougherty BDL DRL 82 66 0 19 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
MineGAN: effective knowledge transfer from GANs to target domains with few images Yaxing Wang Abel Gonzalez-Garcia David Berga Luis Herranz Fahad Shahbaz Khan Joost van de Weijer GAN 60 189 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
Observer Dependent Lossy Image Compression Maurice Weber Cédric Renggli H. Grabner Ce Zhang 65 7 0 08 Oct 2019
Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff Yochai Blau T. Michaeli 131 309 0 23 Jan 2019
Practical Lossless Compression with Latent Variables using Bits Back Coding James Townsend Thomas Bird David Barber DRL 97 142 0 15 Jan 2019
Recent Advances in Autoencoder-Based Representation Learning Michael Tschannen Olivier Bachem Mario Lucic OOD SSL DRL 95 447 0 12 Dec 2018
Practical Full Resolution Learned Lossless Image Compression Fabian Mentzer E. Agustsson Michael Tschannen Radu Timofte Luc Van Gool 115 200 0 30 Nov 2018
On Self Modulation for Generative Adversarial Networks Ting Chen Mario Lucic N. Houlsby Sylvain Gelly GAN 104 105 0 02 Oct 2018
A Large-Scale Study on Regularization and Normalization in GANs Karol Kurach Mario Lucic Xiaohua Zhai Marcin Michalski Sylvain Gelly AI4CE 97 156 0 12 Jul 2018
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 154 822 0 16 Nov 2017