Jun Liu

About Jun Liu

Jun Liu, With an exceptional h-index of 39 and a recent h-index of 38 (since 2020), a distinguished researcher at Singapore University of Technology and Design, specializes in the field of Computer Vision, Machine Learning, Video Analysis, Action Recognition, Pose Estimation.

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

LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content

IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding

LLMs are Good Sign Language Translators

Generalized video anomaly event detection: Systematic taxonomy and comparison of deep models

Action Detection via an Image Diffusion Process

NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace Clustering

Left-right Discrepancy for Adversarial Attack on Stereo Networks

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching

Jun Liu Information

University

Position

___

Citations(all)

11579

Citations(since 2020)

10590

Cited By

3834

hIndex(all)

39

hIndex(since 2020)

38

i10Index(all)

77

i10Index(since 2020)

74

Email

University Profile Page

Singapore University of Technology and Design

Google Scholar

View Google Scholar Profile

Jun Liu Skills & Research Interests

Computer Vision

Machine Learning

Video Analysis

Action Recognition

Pose Estimation

Top articles of Jun Liu

Title

Journal

Author(s)

Publication Date

LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content

arXiv preprint arXiv:2403.05854

Qihao Zhao

Yalun Dai

Hao Li

Wei Hu

Fan Zhang

...

2024/3/9

IBD: Alleviating Hallucinations in Large Vision-Language Models via Image-Biased Decoding

arXiv preprint arXiv:2402.18476

Lanyun Zhu

Deyi Ji

Tianrun Chen

Peng Xu

Jieping Ye

...

2024/2/28

LLMs are Good Sign Language Translators

Jia Gong

Lin Geng Foo

Yixuan He

Hossein Rahmani

Jun Liu

2024

Generalized video anomaly event detection: Systematic taxonomy and comparison of deep models

Yang Liu

Dingkang Yang

Yan Wang

Jing Liu

Jun Liu

...

2023

Action Detection via an Image Diffusion Process

Lin Geng Foo

Tianjiao Li

Hossein Rahmani

Jun Liu

2024

NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace Clustering

ACM Transactions on Knowledge Discovery from Data (TKDD)

Zhibin Gu

Songhe Feng

Zhendong Li

Jiazheng Yuan

Jun Liu

2024

Left-right Discrepancy for Adversarial Attack on Stereo Networks

arXiv preprint arXiv:2401.07188

Pengfei Wang

Xiaofei Hui

Beijia Lu

Nimrod Lilith

Jun Liu

...

2024/1/14

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Siyuan Yang

Jun Liu

Shijian Lu

Er Meng Hwa

Alex C Kot

2024

Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment

arXiv preprint arXiv:2402.04599

Lei Wang

Jun Liu

Liang Zheng

Tom Gedeon

Piotr Koniusz

2024/2/7

UDT: U‐shaped deformable transformer for subarachnoid haemorrhage image segmentation

CAAI Transactions on Intelligence Technology

Wei Xie

Lianghao Jin

Shiqi Hua

Hao Sun

Bo Sun

...

2024/3/25

Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports

arXiv preprint arXiv:2401.01505

Haopeng Li

Andong Deng

Qiuhong Ke

Jun Liu

Hossein Rahmani

...

2024/1/3

Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization

IEEE Transactions on Pattern Analysis and Machine Intelligence, in press

Siyuan Yang

Jun Liu

Shijian Lu

Er Meng Hwa

Yongjian Hu

...

2023/10/12

DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition

IEEE Transactions on Multimedia

Ming Li

Huazhu Fu

Shengfeng He

Hehe Fan

Jun Liu

...

2023/12/28

Correlation Matching Transformation Transformers for UHD Image Restoration

Cong Wang

Jinshan Pan

Wei Wang

Gang Fu

Siyuan Liang

...

2024

Bridging the Domain Gap in Scene Flow Estimation via Hierarchical Smoothness Refinement

ACM Transactions on Multimedia Computing, Communications and Applications

Dejun Zhang

Mian Zhang

Xuefeng Tan

Jun Liu

2024

Progressive Channel-Shrinking Network

IEEE Transactions on Multimedia (TMM)

Jianhong Pan

Siyuan Yang

Lin Geng Foo

Qiuhong Ke

Hossein Rahmani

...

2023

BDAL: Balanced distribution active learning for MRI cardiac multi-structures segmentation

IEEE Transactions on Industrial Informatics (TII)

Xiu Shu

Yunyun Yang

Jun Liu

Xiaojun Chang

Boying Wu

2024

6D-Diff: A Keypoint Diffusion Framework for 6D Object Pose Estimation

Li Xu

Haoxuan Qu

Yujun Cai

Jun Liu

2024

LLMs are Good Action Recognizers

Haoxuan Qu

Yujun Cai

Jun Liu

2024

Trusted semi-supervised multi-view classification with contrastive learning

IEEE Transactions on Multimedia (TMM)

Xiaoli Wang

Yongli Wang

Yupeng Wang

Anqi Huang

Jun Liu

2024/3/19

See List of Professors in Jun Liu University(Singapore University of Technology and Design)