Bartunov, Sergey

11 publications

UAI 2022 Equilibrium Aggregation: Encoding Sets via Optimization Sergey Bartunov, Fabian B. Fuchs, Timothy P. Lillicrap

NeurIPS 2021 Computer-Aided Design as Language Yaroslav Ganin, Sergey Bartunov, Yujia Li, Ethan Keller, Stefano Saliceti

NeurIPSW 2020 Continuous Latent Search for Combinatorial Optimization Sergey Bartunov, Vinod Nair, Peter Battaglia, Tim Lillicrap

ICLR 2020 Meta-Learning Deep Energy-Based Memory Models Sergey Bartunov, Jack W Rae, Simon Osindero, Timothy P Lillicrap

ICML 2019 Meta-Learning Neural Bloom Filters Jack Rae, Sergey Bartunov, Timothy Lillicrap

NeurIPS 2018 Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures Sergey Bartunov, Adam Santoro, Blake Richards, Luke Marris, Geoffrey E. Hinton, Timothy Lillicrap

AISTATS 2018 Few-Shot Generative Modelling with Generative Matching Networks Sergey Bartunov, Dmitry P. Vetrov

ICLR 2017 Fast Adaptation in Generative Models with Generative Matching Networks Sergey Bartunov, Dmitry P. Vetrov

AISTATS 2016 Breaking Sticks and Ambiguities with Adaptive Skip-Gram Sergey Bartunov, Dmitry Kondrashkin, Anton Osokin, Dmitry P. Vetrov

ICML 2016 Meta-Learning with Memory-Augmented Neural Networks Adam Santoro, Sergey Bartunov, Matthew Botvinick, Daan Wierstra, Timothy Lillicrap

ICML 2014 Variational Inference for Sequential Distance Dependent Chinese Restaurant Process Sergey Bartunov, Dmitry Vetrov