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Xinshao Wang
Xinshao Wang
Principal ML Researcher@Terminal Industries, Ex-VisitScholar&Ex-Postdoc@University of Oxford
Verified email at eng.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
Ranked list loss for deep metric learning
X Wang, Y Hua, E Kodirov, G Hu, R Garnier, NM Robertson
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
2962019
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters
X Wang, Y Hua, E Kodirov, DA Clifton, NM Robertson
ICLR 2023, Trustworthy and Reliable Large-Scale Machine Learning Models …, 2023
84*2023
ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks
X Wang, Y Hua, E Kodirov, DA Clifton, NM Robertson
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021
702021
Weed seeds classification based on PCANet deep learning baseline
W Xinshao, C Cheng
2015 Asia-Pacific Signal and Information Processing Association Annual …, 2015
652015
Deep metric learning by online soft mining and class-aware attention
X Wang, Y Hua, E Kodirov, G Hu, NM Robertson
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5361-5368, 2019
482019
Derivative Manipulation for General Example Weighting
X Wang, E Kodirov, Y Hua, N Robertson
https://arxiv.org/pdf/1905.11233.pdf, 2019
22*2019
Not All Knowledge Is Created Equal: Mutual Distillation of Confident Knowledge
Z Li, X Wang, H Yang, D Hu, NM Robertson, DA Clifton, C Meinel
NeurIPS 2022 Workshop on Trustworthy and Socially Responsible Machine Learning, 2022
11*2022
Id-aware quality for set-based person re-identification
X Wang, E Kodirov, Y Hua, NM Robertson
arXiv preprint arXiv:1911.09143, 2019
62019
Instance cross entropy for deep metric learning
X Wang, E Kodirov, Y Hua, N Robertson
arXiv preprint arXiv:1911.09976, 2019
52019
ProSelfLC: Progressive Self Label Correction Towards A Low-Temperature Entropy State
X Wang, Y Hua, E Kodirov, SS Mukherjee, DA Clifton, NM Robertson
https://arxiv.org/abs/2207.00118, 2022
32022
Misspecified Phase Retrieval with Generative Priors
Z Liu, X Wang, J Liu
NeurIPS 2022, 2022
22022
Example Weighting for Deep Representation Learning
X Wang
Queen's University Belfast, 2020
12020
Ranked list loss for deep metric learning
X Wang, Y Hua, E Kodirov, NM Robertson
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
2021
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