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10/07/2020
Optimizing Transformers with Approximate Computing for Faster, Smaller and more Accurate NLP Models
Transformer models have garnered a lot of interest in recent years by de...
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06/14/2020
Adversarial Sparsity Attacks on Deep Neural Networks
Adversarial attacks have exposed serious vulnerabilities in Deep Neural ...
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04/21/2020
EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks
Ensuring robustness of Deep Neural Networks (DNNs) is crucial to their a...
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11/07/2017