Sungyub Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Top Venues

Robotics: Science and Systems

Publications

Sanghyun Jo, Soohyun Ryu, Sungyub Kim, Eunho Yang, Kyungsu Kim
TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias. CoRR (2024)
Sungyub Kim, Kyungsu Kim, Eunho Yang
GEX: A flexible method for approximating influence via Geometric Ensemble. NeurIPS (2023)
Jaeyun Song, Sungyub Kim, Eunho Yang
RGE: A Repulsive Graph Rectification for Node Classification via Influence. ICML (2023)
Sungyub Kim, Sihwan Park, Kyung-Su Kim, Eunho Yang
Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel. ICLR (2023)
Sungyub Kim, Sihwan Park, Kyungsu Kim, Eunho Yang
Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel. CoRR (2022)
Kyungjae Lee, Sungyub Kim, Sungbin Lim, Sungjoon Choi, Mineui Hong, Jae In Kim, Yong-Lae Park, Songhwai Oh
Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots. Robotics: Science and Systems (2020)
Kyungjae Lee, Sungyub Kim, Sungbin Lim, Sungjoon Choi, Songhwai Oh
Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning. CoRR (2019)
Sungyub Kim, Yongsu Baek, Sung Ju Hwang, Eunho Yang
Reliable Estimation of Individual Treatment Effect with Causal Information Bottleneck. CoRR (2019)