HyeongJoo Hwang
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Cross-Pollinator (15)
π₯
Unstoppable
(5)
Conferences
NIPS (4)
ICLR (1)
ICML (1)
Top co-authors
Keywords
latent representation
(2)
representation learning
(1)
imitation learning
(1)
variational inference
(1)
image-to-image translation
(1)
behavior cloning
(1)
covariate shift
(1)
mutual information
(1)
partial observability
(1)
distributionally robust
(1)
offline learning
(1)
stationary distribution
(1)
state space model
(1)
multi-view representation learning
(1)
behavioral cloning
(1)
total correlation
(1)
missing datum
(1)
variational auto-encoder
(1)
information-theoretic perspective
(1)
offline imitation learning
(1)
Papers
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction
NIPS 2024
Regularized Behavior Cloning for Blocking the Leakage of Past Action Information
NIPS 2023
Information-Theoretic State Space Model for Multi-View Reinforcement Learning
ICML 2023
DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations
ICLR 2022
Multi-View Representation Learning via Total Correlation Objective
NIPS 2021
Variational Interaction Information Maximization for Cross-domain Disentanglement
NIPS 2020