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Mahdieh Abbasi

Self-supervised Robust Object Detectors from Partially Labelled datasets

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May 23, 2020
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Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks

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May 17, 2020
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Toward Metrics for Differentiating Out-of-Distribution Sets

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Oct 18, 2019
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A Principled Approach for Learning Task Similarity in Multitask Learning

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Mar 21, 2019
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Controlling Over-generalization and its Effect on Adversarial Examples Generation and Detection

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Oct 03, 2018
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Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning

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May 16, 2018
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Out-distribution training confers robustness to deep neural networks

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Mar 01, 2018
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Robustness to Adversarial Examples through an Ensemble of Specialists

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Mar 10, 2017
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Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks

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Jan 15, 2017
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