Sergey Bartunov
- One-shot Learning with Memory-Augmented Neural Networks
2016/05/19 by Adam Santoro, Sergey Bartunov, Santoro, Adam +7 · 1 voice · 31 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Geophysical Methods and Applications
- StarCraft II: A New Challenge for Reinforcement Learning
2017/08/16 by Oriol Vinyals, Timo Ewalds, Vinyals, Oriol +48 · 1 voice · 51 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #cs.AI #cs.LG
- Computer-Aided Design as Language
2021/05/06 by Yaroslav Ganin, Ganin, Yaroslav, Sergey Bartunov +8 · 1 voice · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #cs.CV #cs.LG
- Solving Mixed Integer Programs Using Neural Networks
2020/12/23 by Vinod Nair, Sergey Bartunov, Nair, Vinod +35 · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
- Assessing the Scalability of Biologically-Motivated Deep Learning\n Algorithms and Architectures
2018/07/12 by Sergey Bartunov, Adam Santoro, Bartunov, Sergey +9 · 18 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Ferroelectric and Negative Capacitance Devices
- Learning a Large Neighborhood Search Algorithm for Mixed Integer Programs
2021/07/21 by Nicolas Sonnerat, Sonnerat, Nicolas, Pengming Wang +7 · 9 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Optimization and Control (math.OC) #Optimization and Search Problems
- Meta-Learning Neural Bloom Filters
2019/06/10 by Jack W. Rae, Rae, Jack W, Sergey Bartunov +3 · 4 citations
Computer Science · #Advanced Neural Network Applications #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
- Equilibrium Aggregation: Encoding Sets via Optimization
2022/02/25 by Sergey Bartunov, Fabian B. Fuchs, Bartunov, Sergey +3 · 1 citation
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Materials Science #Neural Networks and Applications