Valperga, Riccardo
- How to Train Neural Field Representations: A Comprehensive Study and Benchmark
2023/12/15 by Samuele Papa, Riccardo Valperga, Papa, Samuele +11 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Medical Image Segmentation Techniques
- Learning reversible symplectic dynamics
2022/04/26 by Riccardo Valperga, Valperga, Riccardo, Kevin R. Webster +7 · 2 citations
Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- Grounding Continuous Representations in Geometry: Equivariant Neural Fields
2024/06/09 by David R. Wessels, Wessels, David R, David M. Knigge +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
2024/06/10 by David M. Knigge, Knigge, David M., David R. Wessels +11 · 2 citations
Computer Science · Decision Sciences · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Learning Lie Group Symmetry Transformations with Neural Networks
2023/07/04 by Gabel, Alex, Klein, Victoria, Valperga, Riccardo +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Data Augmentations in Deep Weight Spaces
2023/11/15 by Aviv Shamsian, David W. Zhang, Shamsian, Aviv +23 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)