SeungHyun Kim

4 papers · 2023–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (2) ACL (1) NeurIPS (1)

Top co-authors

Honguk Woo (2) Juho Lee (2) Seohyeon Jung (1) wonje choi (1) Moontae Lee (1) Hyunsu Kim (1) Woo Kyung Kim (1) Jaehun Lee (1) Eunggu Yun (1) Seonghyeon Kim (1)

Research topics

Artificial Intelligence (3) Deep Learning (2) Machine Learning (2) Core AI (2) Models (2) Reinforcement Learning (1) Applications (1) Bayesian & Probabilistic (1) Core Methods (1) Optimization & Theory (1)

Keywords

meta learning (1) domain generalization (1) variational inference (1) prompt learning (1) time series classification (1) posterior inference (1) sampling efficiency (1) probabilistic framework (1) missing value imputation (1) vision-language model (1) policy adaptation (1) embodied agent (1) task planning (1) bayesian neural network (1) deep generative model (1) predictive uncertainty (1) embodied instruction following (1) skill decomposition (1) semantic skill grounding (1) cross-domain planning (1)

Papers

Learning to Explore for Stochastic Gradient MCMC ICML 2024 Semantic Skill Grounding for Embodied Instruction-Following in Cross-Domain Environments ACL 2024 Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents NeurIPS 2023 Probabilistic Imputation for Time-series Classification with Missing Data ICML 2023