HyeongJoo Hwang

6 papers · 2020–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🔥 Unstoppable · Bronze

Venues

NeurIPS (4) ICLR (1) ICML (1)

Top co-authors

Kee-eung Kim (6) Seokin Seo (4) Geon-hyeong Kim (4) Hongseok Yang (3) Seunghoon Hong (3) Jongmin Lee (2) Youngsoo Jang (1) Wonseok Jeon (1) Sungyoon Kim (1) Byung-Jun Lee (1)

Research topics

Machine Learning (6) Learning Types (5) Reinforcement Learning (4) Core Methods (3) Methods (3) Artificial Intelligence (1) Deep Learning (1) Application Areas (1) Applications (1) Core AI (1) Models (1) Optimization & Theory (1)

Keywords

latent representation (2) stationary distribution (2) offline imitation learning (2) imitation learning (1) variational inference (1) convex optimization (1) image-to-image translation (1) behavior cloning (1) covariate shift (1) mutual information (1) partial observability (1) distributionally robust (1) offline learning (1) state space model (1) variational autoencoder (1) multi-view representation learning (1) behavioral cloning (1) total correlation (1) missing data (1) imperfect demonstration (1)

Papers

Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction NeurIPS 2024 Information-Theoretic State Space Model for Multi-View Reinforcement Learning ICML 2023 Regularized Behavior Cloning for Blocking the Leakage of Past Action Information NeurIPS 2023 DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations ICLR 2022 Multi-View Representation Learning via Total Correlation Objective NeurIPS 2021 Variational Interaction Information Maximization for Cross-domain Disentanglement NeurIPS 2020