Dominic Masters

1. Revisiting Small Batch Training for Deep Neural Networks
   2018/04/20 by Dominic Masters, Carlo Luschi, Masters, Dominic +1 · 4 voices · 12 citations
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
2. Probabilistic weather forecasting with machine learning
   2024/12/04 by Ilan Price, Álvaro Sánchez‐González, Ferran Alet +9 · 3 voices · 163 citations
   Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Tropical and Extratropical Cyclones Research
3. GenCast: Diffusion-based ensemble forecasting for medium-range weather
   2023/12/25 by Ilan Price, Price, Ilan, Álvaro Sánchez‐González +23 · 3 voices · 29 citations
   Computer Science · Earth and Planetary Sciences · Environmental Science · Physics and Astronomy · #Flood Risk Assessment and Management #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations #cs.LG #physics.ao-ph
4. Skillful joint probabilistic weather forecasting from marginals
   2025/06/12 by Ferran Alet, Alet, Ferran, Ilan Price +19 · 15 citations
   Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Tropical and Extratropical Cyclones Research
5. 8-bit Numerical Formats for Deep Neural Networks
   2022/06/06 by Badreddine Noune, Noune, Badreddine, Philip H. Jones +7 · 3 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Methods and Algorithms
6. Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training
   2021/06/07 by Dominic Masters, Masters, Dominic, Antoine Labatie +5 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)