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Qi Wei (魏琦)
I am currently a first-year Ph.D. candidate at the College of Computing and Data Science (CCDS), Nanyang Technological University, Singapore, supervised by Prof.
Bo An. I also maintain a close collaborative relationship with Prof. Lei Feng from Singapore University of Technology and Design (SUTD).
My research interests include computer vision and machine learning, such as AI safety and Weakly-supervised Learning (such as Learning with noisy labels and Semi-supervised Learning). Feel free to email me if you are interested in talking with me.
Email: weiq0010@e.ntu.edu.sg
[Google scholar]
[Github]
News
[2024.07] One paper was accepted by IJCV.
[2024.05] One paper was accepted by ICML 2024 as an oral presentation.
[2024.03] One paper was accepted by TCDS.
[2023.09] One paper was accepted by Machine Learning.
[2023.04] One Chinese paper was accepted by SCIENTIA SINICA Informationis.
[2023.02] One paper was accepted by CVPR 2023.
[2022.07] One paper was accepted by ECCV 2022.
[2021.11] One paper was accepted by Pattern Recognition.
Publications
(† indicates equal contribution)
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Haoliang Sun†, Qi Wei†, Lei Feng, Yupeng Hu, Fan Liu, Hehe Fan, Yilong Yin.
Variational Rectification Inference for Learning with Noisy Labels.
International Journal of Computer Vision (IJCV) 2024.
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Jiahan Zhang†, Qi Wei†, Feng Liu, Lei Feng
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data.
International Conference on Machine Learning (ICML) 2024. (Oral)
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Qi Wei, Lei Feng, Haoliang Sun, Ren Wang, Rundong He, Yilong Yin.
Learning Sample-Aware Threshold for Semi-Supervised Learning.
Machine Learning (MLJ) 2023.
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Qi Wei, Lei Feng, Haoliang Sun, Chenhui Guo, Ren Wang, Yilong Yin.
Fine-Grained Classification with Noisy Labels.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023.
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Qi Wei, Haoliang Sun, Xiankai Lu, Yilong Yin.
Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization.
European Conference on Computer Vision (ECCV) 2022.
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Haoliang Sun†, Chenhui Guo†, Qi Wei, Zhongyi Han, Yilong Yin.
Learning to Rectify for Robust Learning with Noisy Labels.
Pattern Recognition (PR) 2022.
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