Computer Vision and Intelligent Media Computing: 3D Vision, Low-level Vision, Person Re-identification, Video Coding, Model Adaptation and Generalization.
General Information
More than 40 papers, gathering nearly 5,000 citations, 30+ publications in the fields of Computer Vision and Deep Learning, and the first-author representative works cover the international top-tier conference papers and journal papers, e.g., CVPR、ICCV、ECCV、ACMMM、NeurIPS、AAAI、IEEE TIP、IEEE TMM、ACM ToMM、Pattern Recognition, etc.
Google Scholar:
https://scholar.google.com/citations?user=byaSC-kAAAAJ&hl=zh-CN
Homepage:
http://home.ustc.edu.cn/~jinxustc/
Representative works (# indicates the first author, * indicates the corresponding author)
Xin Jin#, Li Zhang, Chaowei Shan, Xin Li, Zhibo Chen*. Dual Prior Learning for Blind and Blended Image Restoration[J]. IEEE Transactions on Image Processing (IEEE TIP), 2021, 31: 1042-1056.
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Jin X, Lan C, Zeng W, et al. Style normalization and restitution for domain generalization and adaptation[J]. IEEE Transactions on Multimedia (IEEE TMM), 2021.
Xin Jin#, Zhibo Chen*, Weiping Li. AI-GAN: Asynchronous interactive generative adversarial network for single image rain removal[J]. Pattern Recognition, 2020, 100: 107143.
Xin Jin#, Tianyu He, Xu Shen, Tongliang Liu, Xinchao Wang, Jianqiang Huang, Zhibo Chen*, Xian-Sheng Hua. Meta Clustering Learning for Large-scale Unsupervised Person Re-identification[C]//Proceedings of the 30th ACM International Conference on Multimedia. 2022: 2163-2172. (ACMMM-22).
Ruoyu Feng#, Xin Jin#, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen*. Image Coding for Machines with Omnipotent Feature Learning[J]. (ECCV-22)
Xin Jin#, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen*. Cloth-changing person re-identification from a single image with gait prediction and regularization[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022: 14278-14287. (CVPR-22).
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021: 9174-9183. (ICCV-21)
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Style normalization and restitution for generalizable person re-identification[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020: 3143-3152. (CVPR-20)
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Guoqiang Wei, Zhibo Chen*. Semantics-aligned representation learning for person re-identification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(07): 11173-11180. (AAAI-20)
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Uncertainty-aware multi-shot knowledge distillation for image-based object re-identification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(07): 11165-11172. (AAAI-20)
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Global distance-distributions separation for unsupervised person re-identification[C]//European Conference on Computer Vision. Springer, Cham, 2020: 735-751. (ECCV-20)
General Information
More than 40 papers, gathering nearly 5,000 citations, 30+ publications in the fields of Computer Vision and Deep Learning, and the first-author representative works cover the international top-tier conference papers and journal papers, e.g., CVPR、ICCV、ECCV、ACMMM、NeurIPS、AAAI、IEEE TIP、IEEE TMM、ACM ToMM、Pattern Recognition, etc.
Google Scholar:
https://scholar.google.com/citations?user=byaSC-kAAAAJ&hl=zh-CN
Homepage:
http://home.ustc.edu.cn/~jinxustc/
Representative works (# indicates the first author, * indicates the corresponding author)
Xin Jin#, Li Zhang, Chaowei Shan, Xin Li, Zhibo Chen*. Dual Prior Learning for Blind and Blended Image Restoration[J]. IEEE Transactions on Image Processing (IEEE TIP), 2021, 31: 1042-1056.
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Jin X, Lan C, Zeng W, et al. Style normalization and restitution for domain generalization and adaptation[J]. IEEE Transactions on Multimedia (IEEE TMM), 2021.
Xin Jin#, Zhibo Chen*, Weiping Li. AI-GAN: Asynchronous interactive generative adversarial network for single image rain removal[J]. Pattern Recognition, 2020, 100: 107143.
Xin Jin#, Tianyu He, Xu Shen, Tongliang Liu, Xinchao Wang, Jianqiang Huang, Zhibo Chen*, Xian-Sheng Hua. Meta Clustering Learning for Large-scale Unsupervised Person Re-identification[C]//Proceedings of the 30th ACM International Conference on Multimedia. 2022: 2163-2172. (ACMMM-22).
Ruoyu Feng#, Xin Jin#, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen*. Image Coding for Machines with Omnipotent Feature Learning[J]. (ECCV-22)
Xin Jin#, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen*. Cloth-changing person re-identification from a single image with gait prediction and regularization[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022: 14278-14287. (CVPR-22).
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021: 9174-9183. (ICCV-21)
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Style normalization and restitution for generalizable person re-identification[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020: 3143-3152. (CVPR-20)
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Guoqiang Wei, Zhibo Chen*. Semantics-aligned representation learning for person re-identification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(07): 11173-11180. (AAAI-20)
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Uncertainty-aware multi-shot knowledge distillation for image-based object re-identification[C]//Proceedings of the AAAI Conference on Artificial Intelligence. 2020, 34(07): 11165-11172. (AAAI-20)
Xin Jin#, Cuiling Lan*, Wenjun Zeng, Zhibo Chen*. Global distance-distributions separation for unsupervised person re-identification[C]//European Conference on Computer Vision. Springer, Cham, 2020: 735-751. (ECCV-20)

