Sungyub Kim

15 papers A* 5Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
LANTERN++: Enhanced Relaxed Speculative Decoding with Static Tree Drafting for Visual Auto-regressive Models.
CoRR
Sihwan Park, Doohyuk Jang, Sungyub Kim, Souvik Kundu, Eunho Yang
2025 A* conf
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding.
ICLR
Doohyuk Jang, Sihwan Park, June Yong Yang, Yeonsung Jung, Jihun Yun, Souvik Kundu, Sungyub Kim, Eunho Yang
2025 J jnl
Unraveling Zeroth-Order Optimization through the Lens of Low-Dimensional Structured Perturbations.
CoRR
Sihwan Park, Jihun Yun, Sungyub Kim, Souvik Kundu, Eunho Yang
2024 A* conf
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective.
NeurIPS
Yeonsung Jung, Jaeyun Song, June Yong Yang, Jin-Hwa Kim, Sungyub Kim, Eunho Yang
2024 J jnl
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective.
CoRR
Yeonsung Jung, Jaeyun Song, June Yong Yang, Jin-Hwa Kim, Sungyub Kim, Eunho Yang
2024 J jnl
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding.
CoRR
Doohyuk Jang, Sihwan Park, June Yong Yang, Yeonsung Jung, Jihun Yun, Souvik Kundu, Sungyub Kim, Eunho Yang
2024 — conf
TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias.
ECCV (81)
Sanghyun Jo, Soohyun Ryu, Sungyub Kim, Eunho Yang, Kyungsu Kim
2024 J jnl
TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias.
CoRR
Sanghyun Jo, Soohyun Ryu, Sungyub Kim, Eunho Yang, Kyungsu Kim
2023 A* conf
GEX: A flexible method for approximating influence via Geometric Ensemble.
NeurIPS
Sungyub Kim, Kyungsu Kim, Eunho Yang
2023 A* conf
RGE: A Repulsive Graph Rectification for Node Classification via Influence.
ICML
Jaeyun Song, Sungyub Kim, Eunho Yang
2023 A* conf
Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel.
ICLR
Sungyub Kim, Sihwan Park, Kyung-Su Kim, Eunho Yang
2022 J jnl
Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel.
CoRR
Sungyub Kim, Sihwan Park, Kyungsu Kim, Eunho Yang
2020 — conf
Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots.
Robotics: Science and Systems
Kyungjae Lee, Sungyub Kim, Sungbin Lim, Sungjoon Choi, Mineui Hong, Jae In Kim, Yong-Lae Park, Songhwai Oh
2019 J jnl
Reliable Estimation of Individual Treatment Effect with Causal Information Bottleneck.
CoRR
Sungyub Kim, Yongsu Baek, Sung Ju Hwang, Eunho Yang
2019 J jnl
Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning.
CoRR
Kyungjae Lee, Sungyub Kim, Sungbin Lim, Sungjoon Choi, Songhwai Oh