SungYub Kim
6 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (6) πΊοΈ Taxonomy Completionist (22)
π
Triple Crown
Conferences
NIPS (2)
ECCV (1)
ICLR (1)
ICML (1)
RSS (1)
Top co-authors
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