Concepedia

Taesup Kim

TK

20

Publications

2.2K

Citations

15

H-Index

2011

Active since

Affiliations

Université de Montréal(Current)

CHA University Bundang Medical Center

Seoul National University

Kao Corporation (Japan)

Taesup Kim is an author at Université de Montréal specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceDeep LearningArtificial IntelligencePattern RecognitionImage AnalysisMachine VisionRobot Learning

Publications per year

2011–2023

20

Publications

20

Edge-Labeling Graph Neural Network for Few-Shot Learning

Jongmin Kim, Taesup Kim, Sungwoong Kim et al. · 2019 · 507 citations

Edge-labeling Graph, Few-shot Learning, Edge-labeling Loss +12

PixelDefend: Leveraging Generative Models to Understand and Defend\n against Adversarial Examples

Yang Song, Taesup Kim, Sebastian Nowozin et al. · arXiv (Cornell University) · 2017 · 338 citations · Full text

PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples

Yang Song, Taesup Kim, Sebastian Nowozin et al. · arXiv (Cornell University) · 2017 · 293 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Bayesian Model-Agnostic Meta-Learning

Jaesik Yoon, Taesup Kim, Ousmane Dia et al. · 2018 · 203 citations

Artificial Intelligence, Few-shot Learning, Bayesian Statistic +16

A Deep Reinforcement Learning Chatbot

Iulian Vlad Serban, Chinnadhurai Sankar, Mathieu Germain et al. · arXiv (Cornell University) · 2017 · 199 citations · Full text

Artificial Intelligence, Chatbot, Engineering +16

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