Byoung-Tak Zhang

Byoung-Tak Zhang

Seoul National University

H-index: 52

Asia-South Korea

About Byoung-Tak Zhang

Byoung-Tak Zhang, With an exceptional h-index of 52 and a recent h-index of 29 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Machine Learning, Artificial Intelligence, Cognitive Science.

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

Multi-Object RANSAC: Efficient Plane Clustering Method in a Clutter

REASONING METHOD BASED ON STRUCTURAL ATTENTION MECHANISM FOR KNOWLEDGE-BASED QUESTION ANSWERING AND COMPUTING APPARATUS FOR PERFORMING THE SAME

Unsupervised Dynamics Prediction with Object-Centric Kinematics

DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning

ROBOT ARM CONTROL DEVICE, METHOD FOR TRAINING HIERARCHICAL REINFORCEMENT LEARNING MODEL FOR ROBOT ARM CONTROL, AND STORAGE MEDIUM STORING INSTRUCTIONS TO PERFORM METHOD …

Method of constructing transformer model for answering questions about video story and computing apparatus for performing the same

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning

Continual Vision-and-Language Navigation

Byoung-Tak Zhang Information

University

Position

Professor of Computer Science Cognitive Science and Brain Science

Citations(all)

14862

Citations(since 2020)

5401

Cited By

12224

hIndex(all)

52

hIndex(since 2020)

29

i10Index(all)

222

i10Index(since 2020)

67

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

Byoung-Tak Zhang Skills & Research Interests

Machine Learning

Artificial Intelligence

Cognitive Science

Top articles of Byoung-Tak Zhang

Title

Journal

Author(s)

Publication Date

Multi-Object RANSAC: Efficient Plane Clustering Method in a Clutter

arXiv preprint arXiv:2403.12449

Seunghyeon Lim

Youngjae Yoo

Jun Ki Lee

Byoung-Tak Zhang

2024/3/19

REASONING METHOD BASED ON STRUCTURAL ATTENTION MECHANISM FOR KNOWLEDGE-BASED QUESTION ANSWERING AND COMPUTING APPARATUS FOR PERFORMING THE SAME

2024/2/29

Unsupervised Dynamics Prediction with Object-Centric Kinematics

arXiv preprint arXiv:2404.18423

Yeon-Ji Song

Suhyung Choi

Jaein Kim

Jin-Hwa Kim

Byoung-Tak Zhang

2024/4/29

DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning

Won-Seok Choi

Hyundo Lee

Dong-Sig Han

Junseok Park

Heeyeon Koo

...

2024/2/14

ROBOT ARM CONTROL DEVICE, METHOD FOR TRAINING HIERARCHICAL REINFORCEMENT LEARNING MODEL FOR ROBOT ARM CONTROL, AND STORAGE MEDIUM STORING INSTRUCTIONS TO PERFORM METHOD …

2024/4/25

Method of constructing transformer model for answering questions about video story and computing apparatus for performing the same

2024/2/1

Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning

Proceedings of the AAAI Conference on Artificial Intelligence

Junseok Park

Yoonsung Kim

Hee bin Yoo

Min Whoo Lee

Kibeom Kim

...

2024/3/25

Continual Vision-and-Language Navigation

arXiv preprint arXiv:2403.15049

Seongjun Jeong

Gi-Cheon Kang

Seongho Choi

Joochan Kim

Byoung-Tak Zhang

2024/3/22

Robust Map Fusion with Visual Attention Utilizing Multi-agent Rendezvous

Jaein Kim

Dong-Sig Han

Byoung-Tak Zhang

2023/5/29

On discovery of local independence over continuous variables via neural contextual decomposition

Inwoo Hwang

Yunhyeok Kwak

Yeon-Ji Song

Byoung-Tak Zhang

Sanghack Lee

2023/8/10

Video Turing Test: A first step towards human‐level AI

AI Magazine

Minsu Lee

Yu‐Jung Heo

Seongho Choi

Woo Suk Choi

Byoung‐Tak Zhang

2023/12

Neural collage transfer: Artistic reconstruction via material manipulation

Ganghun Lee

Minji Kim

Yunsu Lee

Minsu Lee

Byoung-Tak Zhang

2023

EXOT: Exit-aware Object Tracker for Safe Robotic Manipulation of Moving Object

Hyunseo Kim

Hye Jung Yoon

Minji Kim

Dong-Sig Han

Byoung-Tak Zhang

2023/5/29

Domain adapted broiler density map estimation using negative-patch data augmentation

Biosystems Engineering

Taehyeong Kim

Dae-Hyun Lee

Wan-Soo Kim

Byoung-Tak Zhang

2023/7/1

Learning Object Motion and Appearance Dynamics with Object-Centric Representations

Yeon-Ji Song

Hyunseo Kim

Suhyung Choi

Jin-Hwa Kim

Byoung-Tak Zhang

2023/10/27

Learning Geometry-aware Representations by Sketching

Hyundo Lee

Inwoo Hwang

Hyunsung Go

Won-Seok Choi

Kibeom Kim

...

2023

L-SA: Learning Under-Explored Targets in Multi-Target Reinforcement Learning

arXiv preprint arXiv:2305.13741

Kibeom Kim

Hyundo Lee

Min Whoo Lee

Moonheon Lee

Minsu Lee

...

2023/5/23

Computing apparatus and method for performing reinforcement learning using multimodal artificial intelligence agent

2023/6/8

PGA: Personalizing Grasping Agents with Single Human-Robot Interaction

arXiv preprint arXiv:2310.12547

Junghyun Kim

Gi-Cheon Kang

Jaein Kim

Seoyun Yang

Minjoon Jung

...

2023/10/19

The dialog must go on: Improving visual dialog via generative self-training

Gi-Cheon Kang

Sungdong Kim

Jin-Hwa Kim

Donghyun Kwak

Byoung-Tak Zhang

2023/6/18

See List of Professors in Byoung-Tak Zhang University(Seoul National University)

Co-Authors

H-index: 118
Isaac Kohane

Isaac Kohane

Harvard University

H-index: 31
Soo-Yong Shin

Soo-Yong Shin

Sungkyunkwan University

H-index: 30
Jin Wu Nam

Jin Wu Nam

Hanyang University

H-index: 22
Je-Keun Rhee

Je-Keun Rhee

Soongsil University

H-index: 20
Young-Woo Seo

Young-Woo Seo

Carnegie Mellon University

H-index: 18
Suk I. Yoo

Suk I. Yoo

Seoul National University

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