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Towards Stable Backdoor Purification through Feature Shift Tuning
Deep Neural Networks (DNNs) are shown vulnerable to various security threats.
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The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
Work done during an internship at Tencent AI Lab.
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ProBio: A Protocol-guided Multimodal Dataset for Molecular Biology Lab
The challenge of replicating research results has posed a significant impediment to the field of molecular biology. The advent of modern intelligent systems has led to notable progress in various domains.
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Appendix A The Proof of Prop. 1 Denote P
Compared with Eq. 25 and Eq. 29, we find We can see the approximate solutions. The tasks are binary classification. We use the default train/val/test split with ratio 8:1:1. The experiments are easily influenced by the parameter initialization. The AUC-ROC results are reported in Tab. 2. H.4 We use the official splits and evaluation is conducted on validation set.