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05/15/2019
Task-Driven Modular Networks for Zero-Shot Compositional Learning
One of the hallmarks of human intelligence is the ability to compose lea...
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04/15/2019
Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces
We introduce an approach to model surface properties governing bounces i...
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09/18/2016
Pose from Action: Unsupervised Learning of Pose Features based on Motion
Human actions are comprised of a sequence of poses. This makes videos of...
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06/24/2016
Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles
Many practical perception systems exist within larger processes that inc...
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11/19/2015
Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks
Convolutional Neural Networks have achieved state-of-the-art performance...
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12/14/2014