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Research Scientist at Google.
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- Sunnyvale
- https://jfc43.github.io/
- @jiefengchen1
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robust-ood-detection
robust-ood-detection PublicRobust Out-of-distribution Detection in Neural Networks
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informative-outlier-mining
informative-outlier-mining PublicWe propose a theoretically motivated method, Adversarial Training with informative Outlier Mining (ATOM), which improves the robustness of OOD detection to various types of adversarial OOD inputs a…
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robust-attribution-regularization
robust-attribution-regularization PublicRobust Attribution Regularization
Jupyter Notebook 16
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self-training-ensembles
self-training-ensembles PublicPropose a principled and practically effective framework for unsupervised accuracy estimation and error detection tasks with theoretical analysis and state-of-the-art performance.
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pixel-discretization
pixel-discretization PublicPixel discretization defense against adversarial attacks
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