Variable Rate Image Compression with Recurrent Neural Networks

19 November 2015

Papers citing "Variable Rate Image Compression with Recurrent Neural Networks"

35 / 85 papers shown

Title
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
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression Shiyu Duan Huaijin Chen Liang Feng 26 5 0 24 May 2020
Lossy Compression with Distortion Constrained Optimization T. V. Rozendaal Guillaume Sautière Taco S. Cohen 31 13 0 08 May 2020
Image compression optimized for 3D reconstruction by utilizing deep neural networks Alexander M. Golts Y. Schechner 3DV 29 12 0 27 Mar 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 19 42 0 18 Jan 2020
Approximating Activation Functions Nicholas Gerard Timmons Andrew Rice 17 14 0 17 Jan 2020
Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Ling-yu Duan Jiaying Liu Wenhan Yang Tiejun Huang Wen Gao 33 186 0 10 Jan 2020
Learned Variable-Rate Image Compression with Residual Divisive Normalization Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 22 25 0 11 Dec 2019
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators Reinhard Heckel Mahdi Soltanolkotabi DiffM 32 81 0 31 Oct 2019
Utilising Low Complexity CNNs to Lift Non-Local Redundancies in Video Coding Jan P. Klopp Liang-Gee Chen Shao-Yi Chien 23 11 0 19 Oct 2019
DSIC: Deep Stereo Image Compression Jerry Liu Shenlong Wang R. Urtasun 22 45 0 09 Aug 2019
Efficient and Effective Context-Based Convolutional Entropy Modeling for Image Compression Mu-Wei Li Kede Ma J. You David C. Zhang W. Zuo 30 67 0 24 Jun 2019
Deep Predictive Video Compression with Bi-directional Prediction Woonsung Park Munchurl Kim 32 7 0 05 Apr 2019
Learning Content-Weighted Deep Image Compression Mu-Wei Li W. Zuo Shuhang Gu J. You David C. Zhang 22 70 0 01 Apr 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
Neural Joint Source-Channel Coding Kristy Choi Kedar Tatwawadi Aditya Grover Tsachy Weissman Stefano Ermon 13 38 0 19 Nov 2018
Deep Generative Video Compression Jun Han Salvator Lombardo Christopher Schroers Stephan Mandt VGen 29 58 0 05 Oct 2018
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks Reinhard Heckel Paul Hand 21 279 0 02 Oct 2018
Representing Images in 200 Bytes: Compression via Triangulation David Marwood Pascal Massimino Michele Covell S. Baluja 9 17 0 07 Sep 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 16 89 0 08 Jun 2018
Deep Image Compression via End-to-End Learning Haojie Liu Tong Chen Qiu Shen Tao Yue Zhan Ma 16 41 0 05 Jun 2018
Image-Dependent Local Entropy Models for Learned Image Compression David C. Minnen G. Toderici Saurabh Singh S. Hwang Michele Covell 19 31 0 31 May 2018
BlockCNN: A Deep Network for Artifact Removal and Image Compression Danial Maleki Soheila Nadalian Mohammad Mahdi Derakhshani M. Sadeghi 19 28 0 28 May 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 14 130 0 28 May 2018
Deep Convolutional AutoEncoder-based Lossy Image Compression Zhengxue Cheng Heming Sun Masaru Takeuchi J. Katto 13 177 0 25 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 35 551 0 09 Apr 2018
Learned Neural Iterative Decoding for Lossy Image Compression Systems Alexander Ororbia A. Mali Jian Wu Scott O'Connell David J. Miller C. Lee Giles 19 27 0 15 Mar 2018
Deep Learning for Joint Source-Channel Coding of Text Nariman Farsad Milind Rao Andrea J. Goldsmith 32 341 0 19 Feb 2018
DeepSIC: Deep Semantic Image Compression Sihui Luo Yezhou Yang Xiuming Zhang 27 46 0 29 Jan 2018
Learning to Inpaint for Image Compression M. H. Baig V. Koltun Lorenzo Torresani AI4CE 16 55 0 26 Sep 2017
Target-Quality Image Compression with Recurrent, Convolutional Neural Networks Michele Covell Nick Johnston David C. Minnen S. Hwang Joel Shor Saurabh Singh Damien Vincent G. Toderici 17 18 0 18 May 2017
Real-Time Adaptive Image Compression Oren Rippel Lubomir D. Bourdev 14 559 0 16 May 2017
Full Resolution Image Compression with Recurrent Neural Networks G. Toderici Damien Vincent Nick Johnston S. Hwang David C. Minnen Joel Shor Michele Covell GAN 28 824 0 18 Aug 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 233 7,904 0 13 Jun 2015