Publications

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(Selected) Publication by Research Topic

GenAI: Text-to-Motion | Image and Video Generation and Editing | 3D Generation and Editing
Video Understanding: Grounding and Reasoning | Human Pose/Mesh Analysis | Human Action Recognition | Anomaly Detection
Other Computer Vision Tasks: Object Detection | Image Segmentation
Medical Image Computing & Healthcare Applications: Medical Image Segmentation | Medical Foundation Models and Datasets | Healthcare Applications
Image and Video Processing: Image Restoration (Denoising, SR, etc.)
Geospatial Analysis and Remote Sensing: Image Geolocalization | Remote Sensing
Machine Learning: Federated Learning | Unsupervised, Self- and Semi-supervised Learning | Multimodal Learning | Efficiency

Go to Publications by Year

Video Anomaly Detection

Advancing Video Anomaly Detection: A Concise Review and a New Dataset
Liyun Zhu, Lei Wang, Arjun Raj, Tom Gedeon, Chen Chen
Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
[Paper] [Project Website]

Towards Surveillance Video-and-Language Understanding: New Dataset, Baselines, and Challenges
Tongtong Yuan, Xuange Zhang, Kun Liu, Bo Liu , Chen Chen, Jian Jin, Zhenzhen Jiao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[Paper] [Project Website] [Dataset & Code]

Video Anomaly Detection for Smart Surveillance
Sijie Zhu, Chen Chen, Waqas Sultani
Book Chapter of Computer Vision: A Reference Guide
[Paper]

Learning Normal Dynamics in Videos with Meta Prototype Network
Hui Lv, Chen Chen, Zhen Cui, Chunyan Xu, Yong Li, Jian Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Paper] [Code]

Real-world Anomaly Detection in Surveillance Videos
Waqas Sultani, Chen Chen, Mubarak Shah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[Paper] [Video Presentation] [Project Details] [Download the dataset]
(Note: The "Anomaly_Train.txt" file in the zip file is corrupted, please down it here: Anomaly_Train.txt)