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姓 名：余 璐
职 称：副教授 导师类型：硕士生导师 电子邮箱：luyu@email.tjut.edu.cn
办公地点：1-305 研究方向：计算机视觉、机器学习
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1. 2023.01-2024.12 国家自然科学基金青年科学基金“面向轻量级网络的连续学习方法研究”，主持
2. 2020.09-2021.12 英国自然基金（EPSRC）“AI多模态任务可解释性”博后项目，主持
3. 2017.09-2019.09 西班牙教育部“多任务学习”项目，骨干
[1] Yu Lu, Xialei Liu, and Joost Van de Weijer. "Self-training for class-incremental semantic segmentation." IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.
[2] Wang Yaxing, Joost Van de Weijer, Lu Yu* and SHANGLING JUI. "Distilling GANs with Style-Mixed Triplets for X2I Translation with Limited Data." International Conference on Learning Representations (ICLR), 2021.
[3] Yu Lu, et al. "Semantic drift compensation for class-incremental learning." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
[4] Wang Yaxing, Yu Lu, and Joost van de Weijer. "Deepi2i: Enabling deep hierarchical image-to-image translation by transferring from gans." Advances in Neural Information Processing Systems 33 (NeurIPS) , 2020: 11803-11815.
[5] Yu, Lu, et al. "Learning metrics from teachers: Compact networks for image embedding." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2019.
[6] Yu, Lu, Yongmei Cheng, and Joost van de Weijer. "Weakly supervised domain-specific color naming based on attention." 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, 2018.
[7] Yu, Lu, et al. "Beyond eleven color names for image understanding." Machine Vision and Applications 29.2 (2018): 361-373.
1.2022.06 CVPR‘2022 Continual Learning in Computer Vision Workshop最佳论文奖
2.2015.09 国家留学基金委公派留学奖学金
