Publications

COPYRIGHT: The copyright of the following materials belongs to corresponding publishers. They are provided only for research and educational use that does not conflict to the interests of the publishers.

(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

Image Segmentation

Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement
Jing Wang, Jiangyun Li, Chen Chen, Yisi Zhang, Haoran Shen, Tianxiang Zhang
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
[Paper] [Project Website] [Code]

Attention Guided Global Enhancement and Local Refinement Network for Semantic Segmentation
Jiangyun Li, Sen Zha, Chen Chen, Meng Ding, Tianxiang Zhang, Hong Yu
IEEE Transactions on Image Processing (TIP), 2022
[Paper] [Code]

Bilateral Attention Decoder: A Lightweight Decoder for Real-time Semantic Segmentation
Chengli Peng, Jiayi Ma, Chen Chen, Xiaojie Guo
Neural Networks, 2021
[Paper]

BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
IEEE Transactions on Geoscience and Remote Sensing, 2021
[Paper] [Code]

Real-Time Dense Semantic Labeling with Dual-Path Framework for High-Resolution Remote Sensing Image
Yuhao Wang, Chen Chen, Meng Ding, Jiangyun Li
Remote Sensing, 2019.
[Paper]