Sergey Bartunov
Publications by Year
Research Areas
Advanced Neural Network Applications, Generative Adversarial Networks and Image Synthesis, Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning, Neural Networks and Applications
Most-Cited Works
- Meta-learning with memory-augmented neural networks(2016)
- → StarCraft II: A New Challenge for Reinforcement Learning(2017)683 cited
- → One-shot Learning with Memory-Augmented Neural Networks(2016)298 cited
- → Breaking Sticks and Ambiguities with Adaptive Skip-gram(2015)120 cited
- → Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures(2018)108 cited
- Few-shot Generative Modelling with Generative Matching Networks(2018)
- → Solving Mixed Integer Programs Using Neural Networks(2020)42 cited
- → Computer-Aided Design as Language(2021)40 cited
- → Advancing structural biology through breakthroughs in AI(2023)31 cited