Concepedia

Jungtaek Kim

JK

7

Publications

287

Citations

7

H-Index

2017

Active since

Affiliations

Pohang University of Science and Technology(Current)

University of Pittsburgh

Jungtaek Kim is an author at Pohang University of Science and Technology specializing in engineering, computer science, and deep learning.

Top concepts

EngineeringComputer ScienceDeep LearningMachine LearningData ScienceMachine VisionComputer VisionPattern RecognitionImage AnalysisRobot Learning

Publications per year

2017–2024

7

Publications

7

Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks

Juho Lee, Yoonho Lee, Jungtaek Kim et al. · arXiv (Cornell University) · 2018 · 151 citations · Full text

Geometric Learning, Convolutional Neural Network, Multiple Instance Learning +19

Open Set Recognition by Regularising Classifier with Fake Data Generated by Generative Adversarial Networks

Inhyuk Jo, Jungtaek Kim, Hyohyeong Kang et al. · 2018 · 50 citations

Artificial Intelligence, Engineering, Machine Learning +18

Learning to Warm-Start Bayesian Hyperparameter Optimization

Jungtaek Kim, Saehoon Kim, Seungjin Choi · arXiv (Cornell University) · 2017 · 23 citations · Full text

Artificial Intelligence, Hyperparameter Optimization, Hyperparameter Estimation +14

Flexible Embedded Metal Meshes by Sputter-Free Crack Lithography for Transparent Electrodes and Electromagnetic Interference Shielding

Mehdi Zarei, Mingxuan Li, Elizabeth E. Medvedeva et al. · ACS Applied Materials & Interfaces · 2024 · 23 citations · Full text

Set Transformer

Juho Lee, Yoonho Lee, Jungtaek Kim et al. · arXiv (Cornell University) · 2018 · 16 citations · Full text

Geometric Learning, Multiple Instance Learning, Image Analysis +15

Rows per page

1–5 of 7