Ravuri, Suman

1. GraphCast: Learning skillful medium-range global weather forecasting
   2022/12/24 by Rémi Lam, Remi Lam, Lam, Remi +35 · 3 voices · 37 citations
   Computer Science · Environmental Science · Physics and Astronomy · #Advanced Graph Neural Networks #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #cs.LG #physics.ao-ph
2. Classification Accuracy Score for Conditional Generative Models
   2019/05/26 by Suman Ravuri, Oriol Vinyals, Ravuri, Suman +1 · 11 citations
   Computer Science · Social Sciences · #Computational and Text Analysis Methods #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. A review of radar-based nowcasting of precipitation and applicable machine learning techniques
   2020/05/11 by Rachel Prudden, Prudden, Rachel, Samantha V. Adams +11 · 5 citations
   Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Flood Risk Assessment and Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
4. Machine learning emulation of a local-scale UK climate model
   2022/11/29 by Henry Addison, Elizabeth Kendon, Addison, Henry +7 · 3 citations
   Environmental Science · Earth and Planetary Sciences · #Climate variability and models #Meteorological Phenomena and Simulations #Hydrological Forecasting Using AI
5. Neural Compression of Atmospheric States
   2024/07/16 by Piotr Mirowski, David Warde-Farley, Mirowski, Piotr +17 · 3 citations
   Computer Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications
6. Machine learning emulation of precipitation from km-scale UK regional climate simulations using a diffusion model
   2024/07/19 by Henry Addison, Elizabeth Kendon, Addison, Henry +7 · 3 citations
   Environmental Science · Earth and Planetary Sciences · Physics and Astronomy · #Climate variability and models #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks
7. Learning Implicit Generative Models with the Method of Learned Moments
   2018/06/28 by Suman Ravuri, Shakir Mohamed, Ravuri, Suman +5 · 3 citations
   Computer Science · #Advanced Image Processing Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)