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Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness

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Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness

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Deep Learning Works in Practice. But Does it Work in Theory?

Learning embeddings: efficient algorithms and applications

Entropy and mutual information in models of deep neural networks

Deep convolutional neural networks for estimating porous material parameters with ultrasound tomography

Learning Latent Representations of 3D Human Pose with Deep Neural Networks

Target Detection with Deep Learning in Polarimetric Imaging

Comparing human and machine performances in transcribing 18th century handwritten Venetian script

Comparing human and machine performances in transcribing 18th century handwritten Venetian script

Empirical study of the topology and geometry of deep networks

A Deep Learning Approach to Ultrasound Image Recovery

Comparing human and machine performances in transcribing 18th century handwritten Venetian script

Empirical study of the topology and geometry of deep networks

Learning embeddings: efficient algorithms and applications

Deep Learning Works in Practice. But Does it Work in Theory?

Entropy and mutual information in models of deep neural networks

Target Detection with Deep Learning in Polarimetric Imaging

Deep convolutional neural networks for estimating porous material parameters with ultrasound tomography

Learning Latent Representations of 3D Human Pose with Deep Neural Networks

Comparing human and machine performances in transcribing 18th century handwritten Venetian script

A Deep Learning Approach to Ultrasound Image Recovery