SungYub Kim
6 papers · 2020–2024 · 5 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
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(25)
👑
Triple Crown
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(4)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
influence function
(3)
laplace approximation
(2)
mislabeled sample
(2)
neural network
(2)
batch normalization
(1)
generalization bound
(1)
pac-bayes bound
(1)
node classification
(1)
spurious correlation
(1)
dataset bia
(1)
mislabeled sample detection
(1)
uncertainty calibration
(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)
self distillation
(1)
Papers
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective
NeurIPS 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
NeurIPS 2023
RGE: A Repulsive Graph Rectification for Node Classification via Influence
ICML 2023
Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel
ICLR 2023
Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots
RSS 2020