Alexander Ilin
13 papers · 2009–2024 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (9) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (15)
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Interdisciplinary Bridge
π
Conference Polyglot
(9)
π
Academic Marathon
(15)
π§¬
Topic Evolution
π
Keyword Champion
ποΈ
Keyword Collector
(78)
π
Trend Setter
π
Century Club
(13)
β
The Questioner
Conferences
NIPS (4)
EMNLP (2)
AISTATS (1)
CORL (1)
EACL (1)
ICML (1)
INTERSPEECH (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
model-based reinforcement learning
(3)
gaussian process
(2)
compositional generalization
(2)
spatio-temporal modeling
(2)
bayesian inference
(2)
principal component analysis
(1)
variational inference
(1)
sample efficiency
(1)
style transfer
(1)
hierarchical planning
(1)
in-context learning
(1)
speech synthesis
(1)
code generation
(1)
temporal modeling
(1)
gaussian processes
(1)
variational bayesian
(1)
semi-supervised learning
(1)
vector quantization
(1)
value iteration
(1)
factor analysis
(1)
Papers
Can docstring reformulation with an LLM improve code generation?
EACL 2024
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning
EMNLP 2024
Hierarchical Imitation Learning with Vector Quantized Models
ICML 2023
Hybrid Search for Efficient Planning with Completeness Guarantees
NIPS 2023
Reader: Model-based language-instructed reinforcement learning
EMNLP 2023
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity
NAACL 2022
Conditional Spoken Digit Generation with StyleGAN
INTERSPEECH 2020
Regularizing Model-Based Planning with Energy-Based Models
CORL 2019
Regularizing Trajectory Optimization with Denoising Autoencoders
NIPS 2019
Recurrent Ladder Networks
NIPS 2017
Efficient Gaussian Process Inference for Short-Scale Spatio-Temporal Modeling
AISTATS 2012
Practical Approaches to Principal Component Analysis in the Presence of Missing Values
JMLR 2010
Variational Gaussian-process factor analysis for modeling spatio-temporal data
NIPS 2009