2025
Medical image translation with deep learning: Advances, datasets and perspectives.
Medical Image Anal., 2025

2024
Federated continual representation learning for evolutionary distributed intrusion detection in Industrial Internet of Things.
Eng. Appl. Artif. Intell., 2024

FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration.
CoRR, 2024

XLD: A Cross-Lane Dataset for Benchmarking Novel Driving View Synthesis.
CoRR, 2024

VDG: Vision-Only Dynamic Gaussian for Driving Simulation.
CoRR, 2024

Technique Report of CVPR 2024 PBDL Challenges.
CoRR, 2024

Collaborative Feedback Discriminative Propagation for Video Super-Resolution.
CoRR, 2024

2023
OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup.
IEEE Trans. Multim., 2023

Real-World Image Super-Resolution by Exclusionary Dual-Learning.
IEEE Trans. Multim., 2023

Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt.
CoRR, 2023

A Closer Look at Classifier in Adversarial Domain Generalization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Challenge on Image Denoising: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning A Sparse Transformer Network for Effective Image Deraining.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Hybrid CNN-Transformer Feature Fusion for Single Image Deraining.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Criteria Comparative Learning for Real-Scene Image Super-Resolution.
IEEE Trans. Circuits Syst. Video Technol., 2022

DnSwin: Toward real-world denoising via a continuous Wavelet Sliding Transformer.
Knowl. Based Syst., 2022

Progressive representation recalibration for lightweight super-resolution.
Neurocomputing, 2022

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021

Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020