Sangwon Kim

Sangwon Kim

Keimyung University

H-index: 9

Asia-South Korea

About Sangwon Kim

Sangwon Kim, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Keimyung University, specializes in the field of Computer Vision, Artificial Intelligence.

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

SSL-MOT: self-supervised learning based multi-object tracking

Semantic Scene Graph Generation Based on an Edge Dual Scene Graph and Message Passing Neural Network

Neural Tree Decoder for Interpretation of Vision Transformers

Cross-Modal Learning with 3D Deformable Attention for Action Recognition

STAR-Transformer: a spatio-temporal cross attention transformer for human action recognition

Lightweight surrogate random forest support for model simplification and feature relevance

Shift-ViT: Siamese Vision Transformer using Shifted Branches

ViT-NeT: Interpretable vision transformers with neural tree decoder

Sangwon Kim Information

University

Position

___

Citations(all)

207

Citations(since 2020)

207

Cited By

20

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Keimyung University

Google Scholar

View Google Scholar Profile

Sangwon Kim Skills & Research Interests

Computer Vision

Artificial Intelligence

Top articles of Sangwon Kim

Title

Journal

Author(s)

Publication Date

SSL-MOT: self-supervised learning based multi-object tracking

Applied Intelligence

Sangwon Kim

Jimi Lee

Byoung Chul Ko

2023/1

Semantic Scene Graph Generation Based on an Edge Dual Scene Graph and Message Passing Neural Network

arXiv preprint arXiv:2311.01192

Hyeongjin Kim

Sangwon Kim

Jong Taek Lee

Byoung Chul Ko

2023/11/2

Neural Tree Decoder for Interpretation of Vision Transformers

IEEE Transactions on Artificial Intelligence (TAI)

Sangwon Kim

Byoung Chul Ko

2023/9/7

Cross-Modal Learning with 3D Deformable Attention for Action Recognition

Sangwon Kim

Dasom Ahn

Byoung Chul Ko

2023

STAR-Transformer: a spatio-temporal cross attention transformer for human action recognition

Dasom Ahn

Sangwon Kim

Hyunsu Hong

Byoung Chul Ko

2023

Lightweight surrogate random forest support for model simplification and feature relevance

Applied Intelligence

Sangwon Kim

Mira Jeong

Byoung Chul Ko

2022/1

Shift-ViT: Siamese Vision Transformer using Shifted Branches

Dasom Ahn

Hyeong Jin Kim

Sangwon Kim

Byoung Chul Ko

2022/7/5

ViT-NeT: Interpretable vision transformers with neural tree decoder

Sangwon Kim

Jaeyeal Nam

Byoung Chul Ko

2022/6/28

교차 주의집중 트랜스포머를 이용한 인간 행동 인식 시스템

대한전자공학회 학술대회

안다솜, 김상원, 고병철

2022/6

Facial expression recognition based on squeeze vision transformer

Sensors

Sangwon Kim

Jaeyeal Nam

Byoung Chul Ko

2022/5/13

Model Simplification of Deep Random Forest for Real-Time Applications of Various Sensor Data

Sensors

Sangwon Kim

Byoung-Chul Ko

Jaeyeal Nam

2021/4/25

Self-supervised keypoint detection based on multi-layer random forest regressor

IEEE Access

Sangwon Kim

Mira Jeong

Byoung Chul Ko

2021/3/10

계층적 의사결정의 해석이 가능한 ViT 뉴럴 트리

한국정보과학회 학술발표논문집

김상원, 남재열, 고병철

2021/12

Vision Transformer 기반의 동적 얼굴 표정 인식 시스템

한국정보과학회 학술발표논문집

안다솜, 김상원, 고병철

2021/12

Image Registration Between Real Image and Virtual Image Based on Self-supervised Keypoint Learning

Sangwon Kim

In-Su Jang

Byoung Chul Ko

2021/11/9

실사 영상과 디지털 트윈 가상영상 정합을 위한 자기-지도 키포인트 학습 모델

대한전자공학회 학술대회

김상원, 정미라, 장인수, 고병철

2021/6

Energy efficient pupil tracking based on rule distillation of cascade regression forest

Sensors

Sangwon Kim

Mira Jeong

Byoung Chul Ko

2020/9/9

Building deep random ferns without backpropagation

IEEE Access

Sangwon Kim

Byoung Chul Ko

2020/1/8

Rule distillation 을 이용한 경량 Siamese 랜덤 포레스트 설계와 이를 이용한 실시간 다중 객체 추적 시스템

대한전자공학회 학술대회

이지미, 김상원, 고병철

2020/8

Time series Multilayered Random Forest Without Backpropagation and Application of Forest Fire Early Detection

Proceedings of the Korean Society of Broadcast Engineers Conference

Sangwon Kim

Gustavo Adrian Ruiz Sanchez

Byoung Chul Ko

2020

See List of Professors in Sangwon Kim University(Keimyung University)