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余 璐




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


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, Malvina Nikandrou, Jiali Jin, and Verena Reiser. "Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment." In IJCAI, 2023.(CCF-A类会议论文)

[2]Yu, Lu, and Verena Rieser. "Adversarial Textual Robustness on Visual Dialog." Findings of the Association for Computational Linguistics: ACL 2023. 2023.

[3]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.(JCR一区期刊论文)

[4]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.(AI顶级会议论文)

[5] 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.(CCF-A类会议论文)

[6] 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.(CCF-A类会议论文)

[7] 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.(CCF-A类会议论文)

[8] 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.(CCF-B类会议论文)

[9] Yu, Lu, et al. "Beyond eleven color names for image understanding." Machine Vision and Applications 29.2 (2018): 361-373.(JCR二区期刊论文)


1.2023.08 ChinaMM 2023 最佳海报论文奖

2.2022.06 CVPR‘2022 Continual Learning in Computer Vision Workshop最佳论文奖

3.2015.09 国家留学基金委公派留学奖学金


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