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04/27/2018
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders
Generative models that learn disentangled representations for different ...
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01/02/2017
Adversarially Tuned Scene Generation
Generalization performance of trained computer vision systems that use c...
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05/31/2016
Model-driven Simulations for Deep Convolutional Neural Networks
The use of simulated virtual environments to train deep convolutional ne...
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04/24/2016
Cardiac Motion Analysis by Temporal Flow Graphs
Cardiac motion analysis from B-mode ultrasound sequence is a key task in...
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12/04/2015
Model Validation for Vision Systems via Graphics Simulation
Rapid advances in computation, combined with latest advances in computer...
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12/03/2015