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01/06/2022
Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization
Augmented reality devices have the potential to enhance human perception...
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03/10/2021
Reframing Neural Networks: Deep Structure in Overcomplete Representations
In comparison to classical shallow representation learning techniques, d...
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11/29/2020
Architectural Adversarial Robustness: The Case for Deep Pursuit
Despite their unmatched performance, deep neural networks remain suscept...
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03/30/2020
Dataless Model Selection with the Deep Frame Potential
Choosing a deep neural network architecture is a fundamental problem in ...
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03/16/2018
Deep Component Analysis via Alternating Direction Neural Networks
Despite a lack of theoretical understanding, deep neural networks have a...
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12/16/2015