- Exclusive Supermask Subnetwork Training for Continual Learning
2022/10/18 by Prateek Yadav, Yadav, Prateek, Mohit Bansal +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Artificial intelligence #Code (set theory) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computer network #Computer science #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Forgetting #Machine Learning (cs.LG) #Machine learning #Multimodal Machine Learning Applications #Set (abstract data type) #Subnetwork #Task (project management)
- Coarse graining molecular dynamics with graph neural networks
2020/11/16 by Brooke E. Husic, Nicholas E. Charron, Dominik Lemm +9 · 51 citations
Engineering · Materials Science · #Artificial neural network #Block Copolymer Self-Assembly #Force field (fiction) #Granularity #Graph #Limit (mathematics) #Machine Learning in Materials Science #Molecular dynamics #Subnetwork #Surface Chemistry and Catalysis
- Proving the Lottery Ticket Hypothesis: Pruning is All You Need
2020/02/03 by Eran Malach, Gilad Yehudai, Malach, Eran +6 · 2 voices · 36 citations
Computer Science · Materials Science · Mathematics · #Algorithm #Artificial intelligence #Bounded function #Combinatorics #Computer network #Computer science #Lottery #Machine Learning and Algorithms #Machine Learning in Materials Science #Mathematics #Parameterized complexity #Pruning #Statistics #Stochastic Gradient Optimization Techniques #Subnetwork #Ticket #cs.LG #stat.ML