Juntae Lee

Juntae Lee

Korea University

H-index: 10

Asia-South Korea

About Juntae Lee

Juntae Lee, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at Korea University, specializes in the field of Computer vision, Machine learning, Deep learning, Image processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Task agnostic open-set prototypes for few-shot open-set recognition

Scalable Weight Reparametrization for Efficient Transfer Learning

Relaxed instance frequency normalization for neural-network-based audio processing

Few-shot common action localization via cross-attentional fusion of context and temporal dynamics

Systems and methods of image processing based on gaze detection

Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition

Multi-Scale Temporal Feature Fusion for Few-Shot Action Recognition

Variational On-the-Fly Personalization

Juntae Lee Information

University

Position

___

Citations(all)

309

Citations(since 2020)

292

Cited By

61

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

10

i10Index(since 2020)

9

Email

University Profile Page

Korea University

Google Scholar

View Google Scholar Profile

Juntae Lee Skills & Research Interests

Computer vision

Machine learning

Deep learning

Image processing

Top articles of Juntae Lee

Title

Journal

Author(s)

Publication Date

Task agnostic open-set prototypes for few-shot open-set recognition

2024/1/4

Scalable Weight Reparametrization for Efficient Transfer Learning

Byeonggeun Kim

Jun-Tae Lee

Seunghan Yang

Simyung Chang

2023/6/4

Relaxed instance frequency normalization for neural-network-based audio processing

2023/4/20

Few-shot common action localization via cross-attentional fusion of context and temporal dynamics

Juntae Lee

Mihir Jain

Sungrack Yun

2023

Systems and methods of image processing based on gaze detection

2023/10/24

Task-Agnostic Open-Set Prototype for Few-Shot Open-Set Recognition

Byeonggeun Kim

Jun-Tae Lee

Kyuhong Shim

Simyung Chang

2023/10/8

Multi-Scale Temporal Feature Fusion for Few-Shot Action Recognition

Jun-Tae Lee

Sungrack Yun

2023/10/8

Variational On-the-Fly Personalization

Jangho Kim

Jun-Tae Lee

Simyung Chang

Nojun Kwak

2022/6/28

Domain generalization with relaxed instance frequency-wise normalization for multi-device acoustic scene classification

arXiv preprint arXiv:2206.12513

Byeonggeun Kim

Seunghan Yang

Jangho Kim

Hyunsin Park

Juntae Lee

...

2022/6/24

Multi-head modularization to leverage generalization capability in multi-modal networks

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22)

Jun-Tae Lee

Hyunsin Park

Sungrack Yun

Simyung Chang

2022

Bayesian personalization

2022/12/1

Leaky gated cross-attention for weakly supervised multi-modal temporal action localization

Jun-Tae Lee

Sungrack Yun

Mihir Jain

2022

MODEL COMPRESSION USING PRUNING QUANTIZATION AND KNOWLEDGE DISTILLATION

2022/10/6

EFFICIENT VIDEO PROCESSING VIA DYNAMIC KNOWLEDGE PROPAGATION

2022/9/22

Efficient action recognition via dynamic knowledge propagation

Hanul Kim

Mihir Jain

Jun-Tae Lee

Sungrack Yun

Fatih Porikli

2021

Towards robust domain generalization in 2d neural audio processing

Byeonggeun Kim

Seunghan Yang

Jangho Kim

Hyunsin Park

Jun-Tae Lee

...

2021/10/6

Cross-attentional audio-visual fusion for weakly-supervised action localization

Jun-Tae Lee

Mihir Jain

Hyoungwoo Park

Sungrack Yun

2020/9/28

Semantic line detection using mirror attention and comparative ranking and matching

Dongkwon Jin

Jun-Tae Lee

Chang-Su Kim

2020

See List of Professors in Juntae Lee University(Korea University)

Co-Authors

H-index: 50
Chang-Su Kim

Chang-Su Kim

Korea University

H-index: 25
Jae-Young Sim

Jae-Young Sim

Ulsan National Institute of Science and Technology

H-index: 20
Chul Lee

Chul Lee

Dongguk University

H-index: 10
Chulwoo Lee

Chulwoo Lee

Northumbria University

H-index: 10
Hanul Kim

Hanul Kim

Korea University

H-index: 5
Dongkwon Jin

Dongkwon Jin

Korea University

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