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cs.LG2021
Hard-label Manifolds: Unexpected Advantages of Query Efficiency for Finding On-manifold Adversarial Examples
Washington Garcia, Pin-Yu Chen, Somesh Jha +2
Designing deep networks robust to adversarial examples remains an open problem. Likewise, recent zeroth order hard-label attacks on image classification models have shown comparabl…
cs.LG2018
MTLE: A Multitask Learning Encoder of Visual Feature Representations for Video and Movie Description
Oliver Nina, Washington Garcia, Scott Clouse +1
Learning visual feature representations for video analysis is a daunting task that requires a large amount of training samples and a proper generalization framework. Many of the cu…