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12/13/2020
Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery
Open, or non-laparoscopic surgery, represents the vast majority of all o...
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06/03/2019
A Surprising Density of Illusionable Natural Speech
Recent work on adversarial examples has demonstrated that most natural i...
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02/09/2018
Efficient Neural Architecture Search via Parameter Sharing
We propose Efficient Neural Architecture Search (ENAS), a fast and inexp...
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02/09/2018
Efficient Neural Architecture Search via Parameters Sharing
We propose Efficient Neural Architecture Search (ENAS), a fast and inexp...
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01/05/2018
Nonparametric Stochastic Contextual Bandits
We analyze the K-armed bandit problem where the reward for each arm is a...
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07/01/2017
Efficient Attention using a Fixed-Size Memory Representation
The standard content-based attention mechanism typically used in sequenc...
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03/26/2017