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

Image and Video Restoration

Frame Interpolation with Consecutive Brownian Bridge Diffusion
Zonglin Lyu, Ming Li, Jianbo Jiao, and Chen Chen
ACM Multimedia (ACM MM), 2024
[Paper] [Project Website] [Code]

Multi-view Self-supervised Disentanglement for General Image Denoising
Hao Chen, Chenyuan Qu, Chen Chen, Yu Zhang, Jianbo Jiao
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[Paper] [Project Website]

Magic ELF: Image Deraining Meets Association Learning and Transformer
Kui Jiang, Zhongyuan Wang, Chen Chen, Zheng Wang, Laizhong Cui, Chia-Wen Lin
ACM Multimedia (ACM MM), 2022
[Paper] [Supplementary Material] [Code]

Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement
Kui Jiang, Zhongyuan Wang, Zheng Wang, Chen Chen, Peng Yi, Tao Lu, Chia-Wen Lin
AAAI Conference on Artificial Intelligence (AAAI), 2022 (Acceptance Rate = 15% (1349/9020))
[Paper] [Code]

Multi-Scale Hybrid Fusion Network for Single Image Deraining
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Guangcheng Wang, Zhen Han, Junjun Jiang, Zixiang Xiong
IEEE Transactions on Neural Networks and Learning Systems, 2021
[Paper] [Code]

Rain-free and Residue Hand-in-Hand: A Progressive Coupled Network for Real-Time Image Deraining
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Zheng Wang, Xiao Wang, Junjun Jiang, Chia-Wen Lin
IEEE Transactions on Image Processing, 2021
[Paper] [Code]

Multi-level Memory Compensation Network for Rain Removal via Divide-and-Conquer Strategy
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Xiaofen Wang, Junjun Jiang, Zixiang Xiong
IEEE Journal of Selected Topics in Signal Processing, 2021
[Paper]

Decomposition Makes Better Rain Removal: An Improved Attention-guided Deraining Network
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Zhen Han, Tao Lu, Baojin Huang, Junjun Jiang
IEEE Transactions on Circuits and Systems for Video Technology, 2020
[Paper] [Code]

Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means
Junjun Jiang, Xiang Ma, Chen Chen, Tao Lu, Zhongyuan Wang, Jiayi Ma
IEEE Transactions on Multimedia, 2017
[Paper]

Noise Robust Face Image Super-resolution through Smooth Sparse Representation
Junjun Jiang, Jiayi Ma, Chen Chen, Xinwei Jiang, Zheng Wang
IEEE Transactions on Cybernetics, 2017
[Paper] [Code]

SRLSP: A Face Image Super-Resolution Algorithm Using Smooth Regression with Local Structure Prior
Junjun Jiang, Chen Chen, Jiayi Ma, Zheng Wang, Zhongyuan Wang, Ruimin Hu
IEEE Transactions on Multimedia, 2017
[Paper] [Code]