Alban Desmaison
- PyTorch: An Imperative Style, High-Performance Deep Learning Library
2019/12/03 by Adam Paszke, Sam Gross, Paszke, Adam +41 · 1 voice · 2984 citations
Computer Science · #Computational Physics and Python Applications #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #cs.LG #cs.MS #stat.ML
- PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel
2023/04/21 by Yanli Zhao, Andrew Gu, Zhao, Yanli +31 · 141 citations
Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies
- Learning to superoptimize programs
2016/11/06 by Rudy Bunel, Bunel, Rudy, Alban Desmaison +8 · 1 voice · 4 citations
Computer Science · #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques #cs.LG
- Learning Disentangled Representations with Semi-Supervised Deep Generative Models
2017/06/01 by Siddharth, N., Brooks Paige, Jan-Willem van de Meent +12 · 15 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Lagrangian Decomposition for Neural Network Verification
2020/02/24 by Rudy Bunel, Bunel, Rudy, Alessandro De Palma +11 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Advanced Memory and Neural Computing
- Inducing Interpretable Representations with Variational Autoencoders
2016/11/22 by Brooks Paige, Siddharth, N., Alban Desmaison +12 · 1 citation
Computer Science · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare