Event-Driven Video Restoration With Spiking-Convolutional Architecture.
IEEE Trans. Neural Networks Learn. Syst., January, 2025
A novel label-aware global graph construction method and spiking-coded graph neural network for intelligent process fault diagnosis.
Neurocomputing, 2025
Hue Guidance Network for Single Image Reflection Removal.
IEEE Trans. Neural Networks Learn. Syst., October, 2024
TSA<sup>2</sup>: Temporal Segment Adaptation and Aggregation for Video Harmonization.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
DreamClean: Restoring Clean Image Using Deep Diffusion Prior.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Revisiting Single Image Reflection Removal in the Wild.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
HirFormer: Dynamic High Resolution Transformer for Large-Scale Image Shadow Removal.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
SDCNet: Spatially-Adaptive Deformable Convolution Networks for HR NonHomogeneous Dehazing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Shadow Removal via Global Residual Free Unet and Shadow Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
HomoFormer: Homogenized Transformer for Image Shadow Removal.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Continual Image Deraining With Hypergraph Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023
Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Model Generalization: A Sharpness Aware Optimization Perspective.
CoRR, 2022
Single Image Shadow Detection via Complementary Mechanism.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Enhanced Coarse-to-Fine Network for Image Restoration from Under-Display Cameras.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
JPEG Artifacts Removal via Contrastive Representation Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022
Bijective Mapping Network for Shadow Removal.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Efficient Model-Driven Network for Shadow Removal.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Multifocal Attention-Based Cross-Scale Network for Image De-raining.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Rain Streak Removal via Dual Graph Convolutional Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Learning Dual Transformation Networks for Image Contrast Enhancement.
IEEE Signal Process. Lett., 2020