Fabian Mentzer

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

Eirikur Agustsson, Fabian Mentzer, Michael Tschannen et al. · arXiv (Cornell University) · 2017 · 262 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +13

High-Fidelity Generative Image Compression

Fabian Mentzer, George Toderici, Michael Tschannen et al. · arXiv (Cornell University) · 2020 · 214 citations · Full text

Discriminator Architectures, Lossy Compression, Image Analysis +13

Learning for Video Compression With Hierarchical Quality and Recurrent Enhancement

Ren Yang, Fabian Mentzer, Luc Van Gool et al. · 2020 · 208 citations · Full text

Hierarchical Quality Layers, Image Analysis, Machine Learning +13

Soft-to-hard vector quantization for end-to-end learning compressible representations

Eirikur Agustsson, Fabian Mentzer, Michael Tschannen et al. · Lirias (KU Leuven) · 2017 · 182 citations · Full text

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

Ren Yang, Fabian Mentzer, Luc Van Gool et al. · IEEE Journal of Selected Topics in Signal Processing · 2020 · 133 citations · Full text

Recurrent Probability Model, Video Restoration, Engineering +14