Jun Won Choi

Jun Won Choi

Hanyang University

H-index: 30

Asia-South Korea

About Jun Won Choi

Jun Won Choi, With an exceptional h-index of 30 and a recent h-index of 23 (since 2020), a distinguished researcher at Hanyang University, specializes in the field of Signal processing, machine learning, intelligent vehicles, perception, behavior prediction.

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

SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving

DBN-Mix: Training dual branch network using bilateral mixup augmentation for long-tailed visual recognition

SiT Dataset: Socially Interactive Pedestrian Trajectory Dataset for Social Navigation Robots

RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features

PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network

R-Pred: Two-stage motion prediction via tube-query attention-based trajectory refinement

Are Reactions to Ego Vehicles Predictable Without Data?: A Semi-Supervised Approach

Unified Contrastive Fusion Transformer for Multimodal Human Action Recognition

Jun Won Choi Information

University

Position

Associate Professor Dept. of Electrical Engineering

Citations(all)

4400

Citations(since 2020)

3379

Cited By

2013

hIndex(all)

30

hIndex(since 2020)

23

i10Index(all)

53

i10Index(since 2020)

42

Email

University Profile Page

Hanyang University

Google Scholar

View Google Scholar Profile

Jun Won Choi Skills & Research Interests

Signal processing

machine learning

intelligent vehicles

perception

behavior prediction

Top articles of Jun Won Choi

Title

Journal

Author(s)

Publication Date

SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving

Minjae Lee

Seongmin Park

Hyungmin Kim

Minyong Yoon

Janghwan Lee

...

2024/3/2

DBN-Mix: Training dual branch network using bilateral mixup augmentation for long-tailed visual recognition

Pattern Recognition

Jae Soon Baik

In Young Yoon

Jun Won Choi

2024/3/1

SiT Dataset: Socially Interactive Pedestrian Trajectory Dataset for Social Navigation Robots

Advances in Neural Information Processing Systems

Jong Wook Bae

Jungho Kim

Junyong Yun

Changwon Kang

Jeongseon Choi

...

2024/2/13

RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features

arXiv preprint arXiv:2403.05061

Geonho Bang

Kwangjin Choi

Jisong Kim

Dongsuk Kum

Jun Won Choi

2024/3/8

PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network

arXiv preprint arXiv:2403.01663

Jisong Kim

Geonho Bang

Kwangjin Choi

Minjae Seong

Jaechang Yoo

...

2024/3/4

R-Pred: Two-stage motion prediction via tube-query attention-based trajectory refinement

Sehwan Choi

Jungho Kim

Junyong Yun

Jun Won Choi

2023

Are Reactions to Ego Vehicles Predictable Without Data?: A Semi-Supervised Approach

IEEE Transactions on Intelligent Transportation Systems

Hyeongseok Jeon

Sanmin Kim

Kibeom Lee

Daejun Kang

Junwon Choi

...

2023/5/17

Unified Contrastive Fusion Transformer for Multimodal Human Action Recognition

arXiv preprint arXiv:2309.05032

Kyoung Ok Yang

Junho Koh

Jun Won Choi

2023/9/10

PillarAcc: Sparse PointPillars Accelerator for Real-Time Point Cloud 3D Object Detection on Edge Devices

arXiv preprint arXiv:2305.07522

Minjae Lee

Hyungmin Kim

Seongmin Park

Minyong Yoon

Janghwan Lee

...

2023/5/12

RCM-Fusion: Radar-Camera Multi-Level Fusion for 3D Object Detection

arXiv preprint arXiv:2307.10249

Jisong Kim

Minjae Seong

Geonho Bang

Dongsuk Kum

Jun Won Choi

2023/7/17

Authentication and payment system and method using mobile communication terminal

2023/5/9

Mgtanet: Encoding sequential lidar points using long short-term motion-guided temporal attention for 3d object detection

Proceedings of the AAAI Conference on Artificial Intelligence

Junho Koh

Junhyung Lee

Youngwoo Lee

Jaekyum Kim

Jun Won Choi

2023/6/26

삼차원 객체 인식을 위한 라이다-카메라 후기 융합 기술

한국자동차공학회 춘계학술대회

최광진, 김지송, 성민재, 방건호, 최준원

2023/5

Craft: Camera-radar 3d object detection with spatio-contextual fusion transformer

Proceedings of the AAAI Conference on Artificial Intelligence

Youngseok Kim

Sanmin Kim

Jun Won Choi

Dongsuk Kum

2023/6/26

PIDDNet: RGB-Depth Fusion Network for Real-time Semantic Segmentation

Yunsik Shin

Chaehyun Lee

Yongho Son

YangGon Kim

Junghee Park

...

2023/10/11

Crn: Camera radar net for accurate, robust, efficient 3d perception

Youngseok Kim

Juyeb Shin

Sanmin Kim

In-Jae Lee

Jun Won Choi

...

2023

D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud Sequence

Junhyung Lee

Junho Koh

Youngwoo Lee

Jun Won Choi

2023/5/29

Enhancing Prototypical Space for Interpretable Image Classification

Jae Soon Baik

Kyoung Ok Yang

Jun Won Choi

2023/10/11

Learning from Data with Noisy Labels Using Temporal Self-Ensemble

arXiv preprint arXiv:2207.10354

Jun Ho Lee

Jae Soon Baik

Tae Hwan Hwang

Jun Won Choi

2022/7/21

Diverse multiple trajectory prediction using a two-stage prediction network trained with lane loss

IEEE Robotics and Automation Letters

Sanmin Kim

Hyeongseok Jeon

Jun Won Choi

Dongsuk Kum

2022/12/22

See List of Professors in Jun Won Choi University(Hanyang University)