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Bin Xia
Bin Xia
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Diffir: Efficient diffusion model for image restoration
B Xia, Y Zhang, S Wang, Y Wang, X Wu, Y Tian, W Yang, L Van Gool
Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2023
2212023
Efficient Non-Local Contrastive Attention for Image Super-Resolution
B Xia, Y Hang, Y Tian, W Yang, Q Liao, J Zhou
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022
1052022
Hierarchical integration diffusion model for realistic image deblurring
Z Chen, Y Zhang, D Liu, J Gu, L Kong, X Yuan
Advances in neural information processing systems 36, 2024
592024
Scs-co: Self-consistent style contrastive learning for image harmonization
Y Hang, B Xia, W Yang, Q Liao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
522022
Vmambair: Visual state space model for image restoration
Y Shi, B Xia, X Jin, X Wang, T Zhao, X Xia, X Xiao, W Yang
IEEE Transactions on Circuits and Systems for Video Technology, 2025
492025
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
B Xia, Y Zhang, Y Wang, Y Tian, W Yang, R Timofte, L Van Gool
International Conference on Learning Representations (ICLR), 2023
382023
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution
B Xia, Y Tian, Y Hang, W Yang, Q Liao, J Zhou
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022
312022
Structured Sparsity Learning for Efficient Video Super-Resolution
B Xia, J He, Y Zhang, Y Wang, Y Tian, W Yang, L Van Gool
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
262023
Basic Binary Convolution Unit for Binarized Image Restoration Network
B Xia, Y Zhang, Y Wang, Y Tian, W Yang, R Timofte, L Van Gool
International Conference on Learning Representations (ICLR), 2023
232023
Meta-learning based degradation representation for blind super-resolution
B Xia, Y Tian, Y Zhang, Y Hang, W Yang, Q Liao
IEEE Transactions on Image Processing, 2022
202022
Llmga: Multimodal large language model based generation assistant
B Xia, S Wang, Y Tao, Y Wang, J Jia
European Conference on Computer Vision (ECCV2024 oral), 2023
112023
Motcoder: Elevating large language models with modular of thought for challenging programming tasks
J Li, P Chen, B Xia, H Xu, J Jia
arXiv preprint arXiv:2312.15960, 2023
72023
LLMRA: Multi-modal Large Language Model based Restoration Assistant
X Jin, Y Shi, B Xia, W Yang
arXiv preprint arXiv:2401.11401, 2024
62024
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation
B Xia, Y Zhang, S Wang, Y Wang, X Wu, Y Tian, W Yang, R Timotfe, ...
IEEE transactions on pattern analysis and machine intelligence, 2023
62023
Ffaa: Multimodal large language model based explainable open-world face forgery analysis assistant
Z Huang, B Xia, Z Lin, Z Mou, W Yang
arXiv preprint arXiv:2408.10072, 2024
52024
Magic Mirror: ID-Preserved Video Generation in Video Diffusion Transformers
Y Zhang, Y Liu, B Xia, B Peng, Z Yan, E Lo, J Jia
arXiv preprint arXiv:2501.03931, 2025
12025
DSR-Diff: Depth map super-resolution with diffusion model
Y Shi, H Cao, B Xia, R Zhu, Q Liao, W Yang
Pattern Recognition Letters 184, 225-231, 2024
12024
GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution
J Hu, B Xia, B Chen, W Yang, L Zhang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024
12024
Low-Trace Adaptation of Zero-shot Self-supervised Blind Image Denoising
J Hu, B Xia, B Li, W Yang
arXiv preprint arXiv:2403.12382, 2024
12024
DiffStereo: High-Frequency Aware Diffusion Model for Stereo Image Restoration
H Cao, Y Shi, B Xia, X Jin, W Yang
arXiv preprint arXiv:2501.10325, 2025
2025
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