A Causal Inspired Early-Branching Structure for Domain Generalization,
Liang Chen, Yong Zhang, Yibing Song, Zhen Zhang, Lingqiao Liu
International Journal of Computer Vision (IJCV).
[paper] [code]
Domain Generalization via Rationale Invariance,
Liang Chen, Yong Zhang, Yibing Song, Anton van den Hengel, Lingqiao Liu
in the Proceedings of IEEE International Conference on Computer Vision (ICCV), 2023.
[paper] [code]
Improved Test-Time Adaptation for Domain Generalization,
Liang Chen, Yong Zhang, Yibing Song, Ying Shan, and Lingqiao Liu
in the Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
[paper] [code]
OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training,
Liang Chen, Yong Zhang, Yibing Song, Jue Wang, Lingqiao Liu
Conference on Neural Information Processing Systems (NeurIPS), 2022.
[paper] [code]
Self-supervised Learning of Adversarial Examples: Towards Good Generalizations for Deepfake Detection,
Liang Chen, Yong Zhang, Yibing Song, Lingqiao Liu, Jue Wang
in the Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (Oral)
[paper] [code]
Deep Richardson-lucy deconvolution for low-light image deblurring,
Liang Chen, Jiawei Zhang, Zhenhua Li, Yunxuan Wei, Faming Fang, Jimmy Ren, Jinshan Pan
International Journal of Computer Vision (IJCV).
[paper]
Learning a Non-blind Deblurring Network for Night Blurry Images,
Liang Chen, Jiawei Zhang, Jinshan Pan, Songnan Lin, Faming Fang, Jimmy Ren
in the Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[paper] [code] [training & test data]
Blind Deblurring for Saturated Images,
Liang Chen, Jiawei Zhang, Songnan Lin, Faming Fang, Jimmy Ren,
in the Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[paper] [code & data]
OID: Outlier Identifying and Discarding in Blind Image Deblurring,
Liang Chen, Faming Fang, Jiawei Zhang, Jun Liu, Guixu Zhang,
in the Proceedings of European Conference on Computer Vision (ECCV), 2020.
[paper] [code & data]
Enhanced Sparse Model for Blind Deblurring,
Liang Chen, Faming Fang, Shen Lei, Fang Li, Guixu Zhang,
in the Proceedings of European Conference on Computer Vision (ECCV), 2020.
[paper] [code]
Blind Image Deblurring with Local Maximum Gradient Prior,
Liang Chen, Faming Fang, Tingting Wang, Guixu Zhang,
in the Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[paper] [code]