SungYub Kim

6 papers · 2020–2024 · 5 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (6) 🗺️ Taxonomy Completionist (22) 👑 Triple Crown

Conferences

NIPS (2) ECCV (1) ICLR (1) ICML (1) RSS (1)

Top co-authors

Eunho Yang (5) Jaeyun Song (2) Kyungsu Kim (2) Jaein Kim (1) Yeonsung Jung (1) Sanghyun Jo (1) Sung-Yub Kim (1) Sihwan Park (1) June Yong Yang (1) Soohyun Ryu (1)

Keywords

influence function (3) mislabeled sample (2) policy optimization (1) maximum entropy (1) laplace approximation (1) node classification (1) spurious correlation (1) dataset bia (1) mislabeled sample detection (1) tsallis entropy (1) maximum entropy reinforcement learning (1) edge removal (1) noisy connection (1) soft robot (1) bias-conflicting sample (1) graph neural network (1) neural network (1) geometric ensemble (1) representation learning (1) graph denoising (1)

Papers

A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NIPS 2024

TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias ECCV 2024

GEX: A flexible method for approximating influence via Geometric Ensemble NIPS 2023

Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel ICLR 2023

RGE: A Repulsive Graph Rectification for Node Classification via Influence ICML 2023

Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots RSS 2020