Browsing Computer Science by Author "Vernekar, Sachin"
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Training Reject-Classifiers for Out-of-distribution Detection via Explicit Boundary Sample Generation
Vernekar, Sachin (University of Waterloo, 2020-01-24)Discriminatively trained neural classifiers can be trusted only when the input data comes from the training distribution (in-distribution). Therefore, detecting out-of-distribution (OOD) samples is very important to avoid ...