Sergey Bartunov
9 papers · 2014–2022 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (8) π Cross-Pollinator (13)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Keyword Champion
(2)
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Trend Setter
π₯
Unstoppable
(5)
Conferences
ICML (3)
AISTATS (2)
NIPS (2)
ICLR (1)
UAI (1)
Top co-authors
Keywords
few-shot learning
(3)
one-shot learning
(3)
bayesian nonparametrics
(2)
attention mechanism
(1)
language modeling
(1)
deep learning
(1)
chinese restaurant process
(1)
set representation
(1)
generative model
(1)
convolutional neural network
(1)
deep generative model
(1)
variational lower bound
(1)
conditional generative model
(1)
word embedding
(1)
permutation invariance
(1)
generative matching network
(1)
matching network
(1)
memory architecture
(1)
word sense induction
(1)
computer-aided design
(1)
Papers
Equilibrium aggregation: encoding sets via optimization
UAI 2022
Computer-Aided Design as Language
NIPS 2021
Meta-Learning Deep Energy-Based Memory Models
ICLR 2020
Meta-Learning Neural Bloom Filters
ICML 2019
Few-shot Generative Modelling with Generative Matching Networks
AISTATS 2018
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures
NIPS 2018
Meta-Learning with Memory-Augmented Neural Networks
ICML 2016
Breaking Sticks and Ambiguities with Adaptive Skip-gram
AISTATS 2016
Variational Inference for Sequential Distance Dependent Chinese Restaurant Process
ICML 2014