Sergey Bartunov
9 papers · 2014–2022 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
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Keyword Pioneer
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Unstoppable Β· Bronze
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Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Deep Learning
(5)
Learning Paradigms
(4)
Architectures
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Core AI
(2)
Models
(2)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Resources & Methods
(1)
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)
attractor network
(1)
associative memory
(1)
generative model
(1)
hopfield network
(1)
convolutional neural network
(1)
energy-based model
(1)
deep generative model
(1)
variational lower bound
(1)
conditional generative model
(1)
distance-dependent crp
(1)
word embedding
(1)
permutation invariance
(1)
Papers
Equilibrium aggregation: encoding sets via optimization
UAI 2022
Computer-Aided Design as Language
NeurIPS 2021
Meta-Learning Deep Energy-Based Memory Models
ICLR 2020
Meta-Learning Neural Bloom Filters
ICML 2019
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures
NeurIPS 2018
Few-shot Generative Modelling with Generative Matching Networks
AISTATS 2018
Breaking Sticks and Ambiguities with Adaptive Skip-gram
AISTATS 2016
Meta-Learning with Memory-Augmented Neural Networks
ICML 2016
Variational Inference for Sequential Distance Dependent Chinese Restaurant Process
ICML 2014