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High-Fidelity Generative Image Compression

Jul 10, 2020
Fabian Mentzer, George Toderici, Michael Tschannen, Eirikur Agustsson

* Project page: https://hific.github.io 

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Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model

Jun 29, 2020
Ren Yang, Fabian Mentzer, Luc Van Gool, Radu Timofte

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement

Apr 08, 2020
Ren Yang, Fabian Mentzer, Luc Van Gool, Radu Timofte

* Published in CVPR 2020; corrected a minor typo in the footnote of Table 1 

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Learning Better Lossless Compression Using Lossy Compression

Mar 23, 2020
Fabian Mentzer, Luc Van Gool, Michael Tschannen

* CVPR'20 camera-ready version 

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Practical Full Resolution Learned Lossless Image Compression

Nov 30, 2018
Fabian Mentzer, Eirikur Agustsson, Michael Tschannen, Radu Timofte, Luc Van Gool


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Generative Adversarial Networks for Extreme Learned Image Compression

Oct 23, 2018
Eirikur Agustsson, Michael Tschannen, Fabian Mentzer, Radu Timofte, Luc Van Gool

* EA, MT, and FM contributed equally. Project website: https://data.vision.ee.ethz.ch/aeirikur/extremecompression 

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Conditional Probability Models for Deep Image Compression

Jun 04, 2018
Fabian Mentzer, Eirikur Agustsson, Michael Tschannen, Radu Timofte, Luc Van Gool

* CVPR 2018. Code available at https://github.com/fab-jul/imgcomp-cvpr . The first two authors contributed equally 

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Towards Image Understanding from Deep Compression without Decoding

Mar 16, 2018
Robert Torfason, Fabian Mentzer, Eirikur Agustsson, Michael Tschannen, Radu Timofte, Luc Van Gool

* ICLR 2018 conference paper 

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Deep Structured Features for Semantic Segmentation

Jun 16, 2017
Michael Tschannen, Lukas Cavigelli, Fabian Mentzer, Thomas Wiatowski, Luca Benini

* EUSIPCO 2017, 5 pages, 2 figures 

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Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations

Jun 08, 2017
Eirikur Agustsson, Fabian Mentzer, Michael Tschannen, Lukas Cavigelli, Radu Timofte, Luca Benini, Luc Van Gool


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