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Ex-Postdoc and Ex-VisitScholar@University of Oxford
- https://xinshaoamoswang.github.io/
- @amos_xwang
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Ranked-List-Loss-for-DML
Ranked-List-Loss-for-DML PublicCVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission
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ProSelfLC-AT
ProSelfLC-AT Publicnoisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.
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Deep-Metric-Embedding
Deep-Metric-Embedding PublicPapers and Codes about Deep Metric Learning/Deep Embedding
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DeepCriticalLearning
DeepCriticalLearning PublicDeep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.
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Improving-Mean-Absolute-Error-against-CCE
Improving-Mean-Absolute-Error-against-CCE PublicMean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters
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DerivativeManipulation
DerivativeManipulation PublicIn the context of Deep Learning: What is the right way to conduct example weighting? How do you understand loss functions and so-called theorems on them?
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