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Svetlana Pavlitskaya

Measuring Overfitting in Convolutional Neural Networks using Adversarial Perturbations and Label Noise

Sep 27, 2022
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Suppress with a Patch: Revisiting Universal Adversarial Patch Attacks against Object Detection

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Sep 27, 2022
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Adversarial Vulnerability of Temporal Feature Networks for Object Detection

Aug 23, 2022
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Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object Detection

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Jul 15, 2022
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Balancing Expert Utilization in Mixture-of-Experts Layers Embedded in CNNs

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Apr 22, 2022
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Is Neuron Coverage Needed to Make Person Detection More Robust?

Apr 21, 2022
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Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

Apr 29, 2021
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