Mentzer, Fabian
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 739 citations
Computer Science · #Semantic Web and Ontologies
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1398 citations
#cs.CL #cs.AI
- Finite Scalar Quantization: VQ-VAE Made Simple
2023/09/27 by Fabian Mentzer, Mentzer, Fabian, David Minnen +5 · 136 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image Enhancement Techniques #Image Processing Techniques and Applications
- High-Fidelity Generative Image Compression
2020/06/17 by Mentzer, Fabian, Toderici, George, Tschannen, Michael +1 · 45 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Generative Adversarial Networks for Extreme Learned Image Compression
2018/04/09 by Agustsson, Eirikur, Tschannen, Michael, Mentzer, Fabian +2 · 22 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
2017/04/03 by Eirikur Agustsson, Fabian Mentzer, Agustsson, Eirikur +11 · 21 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
- GIVT: Generative Infinite-Vocabulary Transformers
2023/12/04 by Michael Tschannen, Cian Eastwood, Tschannen, Michael +3 · 2 voices · 19 citations
Computer Science · #Natural Language Processing Techniques #cs.CV
- VCT: A Video Compression Transformer
2022/06/15 by Fabian Mentzer, Mentzer, Fabian, George Toderici +11 · 14 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image and Signal Denoising Methods
- Multi-Realism Image Compression with a Conditional Generator
2022/12/28 by Eirikur Agustsson, Agustsson, Eirikur, David Minnen +5 · 14 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Data Compression Techniques #Image and Signal Denoising Methods
- Conditional Probability Models for Deep Image Compression
2018/01/12 by Mentzer, Fabian, Agustsson, Eirikur, Tschannen, Michael +2 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning for Video Compression with Hierarchical Quality and Recurrent Enhancement
2020/03/04 by Yang, Ren, Mentzer, Fabian, Van Gool, Luc +1 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Practical Full Resolution Learned Lossless Image Compression
2018/11/30 by Mentzer, Fabian, Agustsson, Eirikur, Tschannen, Michael +2 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Lossy Compression with Gaussian Diffusion
2022/06/17 by Lucas Theis, Theis, Lucas, Tim Salimans +5 · 10 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Data Compression Techniques #Algorithms and Data Compression
- High-Fidelity Image Compression with Score-based Generative Models
2023/05/26 by Emiel Hoogeboom, Hoogeboom, Emiel, Eirikur Agustsson +9 · 11 citations
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Towards Image Understanding from Deep Compression without Decoding
2018/03/16 by Torfason, Robert, Mentzer, Fabian, Agustsson, Eirikur +3 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Neural Video Compression using GANs for Detail Synthesis and Propagation
2021/07/26 by Mentzer, Fabian, Agustsson, Eirikur, Ballé, Johannes +3 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Learning Better Lossless Compression Using Lossy Compression
2020/03/23 by Mentzer, Fabian, Van Gool, Luc, Tschannen, Michael · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- M2T: Masking Transformers Twice for Faster Decoding
2023/04/14 by Fabian Mentzer, Mentzer, Fabian, Eirikur Agustsson +3 · 1 voice · 3 citations
Computer Science · Engineering · #AI in cancer detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #cs.LG #eess.IV #electronic engineering #information engineering