Concepedia

Hankook Lee

HL

9

Publications

287

Citations

9

H-Index

2018

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Samsung (South Korea)

Hankook Lee is an author at Korea Advanced Institute of Science and Technology specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningComputer ScienceData ScienceComputer VisionMachine VisionArtificial IntelligenceSelf-supervised LearningImage Analysis

Publications per year

2018–2022

9

Publications

9

GTA: Graph Truncated Attention for Retrosynthesis

Seung-Woo Seo, You Young Song, June Yong Yang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 56 citations · Full text

Structured Prediction, Syntactic Parsing, Engineering +17

Self-supervised Label Augmentation via Input Transformations

Hankook Lee, Sung Ju Hwang, Jinwoo Shin · arXiv (Cornell University) · 2019 · 54 citations · Full text

Self-supervised Labels, Engineering, Machine Learning +17

Patch-level Representation Learning for Self-supervised Vision Transformers

Sukmin Yun, Hankook Lee, Jaehyung Kim et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 49 citations

Convolutional Neural Network, Image Analysis, Machine Vision +15

Rethinking Data Augmentation: Self-Supervision and Self-Distillation

Hankook Lee, Sung Ju Hwang, Jinwoo Shin · arXiv (Cornell University) · 2019 · 41 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +16

Guiding Deep Molecular Optimization with Genetic Exploration

Sungsoo Ahn, Junsu Kim, Hankook Lee et al. · arXiv (Cornell University) · 2020 · 26 citations · Full text

Engineering, Machine Learning, Molecular Biology +17

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