Razavi, Ali
- Generating Diverse High-Fidelity Images with VQ-VAE-2
2019/06/02 by Ali Razavi, Aäron van den Oord, Razavi, Ali +3 · 123 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Data-Efficient Image Recognition with Contrastive Predictive Coding
2019/05/22 by Olivier J. Hénaff, Hénaff, Olivier J., Aravind Srinivas +11 · 86 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Population Based Training of Neural Networks
2017/11/27 by Max Jaderberg, Jaderberg, Max, Valentin Dalibard +21 · 25 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
- Hyperbolic Attention Networks
2018/05/24 by Çağlar Gülçehre, Gulcehre, Caglar, Misha Denil +19 · 14 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- Aspects of scaling and scalability for flow-based sampling of lattice QCD
2022/11/14 by Ryan Abbott, Abbott, Ryan, Michael S. Albergo +23 · 11 citations
Decision Sciences · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #Scientific Computing and Data Management #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics
- Preventing Posterior Collapse with delta-VAEs
2019/01/10 by Razavi, Ali, Oord, Aäron van den, Poole, Ben +1 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Imagen 3
2024/08/13 by Imagen-Team-Google, :, Jason Baldridge +526 · 1 voice · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #cs.CV
- Normalizing flows for lattice gauge theory in arbitrary space-time dimension
2023/05/03 by Ryan Abbott, Michael S. Albergo, Abbott, Ryan +25 · 7 citations
Physics and Astronomy · Mathematics · #Particle physics theoretical and experimental studies #Probability and Statistical Research #Quantum Chromodynamics and Particle Interactions
- Vector Quantized Models for Planning
2021/06/08 by Sherjil Ozair, Yazhe Li, Ozair, Sherjil +9 · 4 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Sports Analytics and Performance
- Sampling QCD field configurations with gauge-equivariant flow models
2022/08/07 by Ryan Abbott, Abbott, Ryan, Michael S. Albergo +25 · 3 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Data Analysis with R #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Particle physics theoretical and experimental studies
- Predicting Video with VQVAE
2021/03/02 by Jacob Walker, Walker, Jacob, Ali Razavi +3 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.10 #I.2.6 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Do Transformers Need Deep Long-Range Memory
2020/07/07 by Jack W. Rae, Ali Razavi, Rae, Jack W. +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling