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01/26/2021
A Unified Paths Perspective for Pruning at Initialization
A number of recent approaches have been proposed for pruning neural netw...
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12/23/2020
The structure of behavioral data
For more than a century, scientists have been collecting behavioral data...
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08/13/2019
Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics
Continuous control and planning remains a major challenge in robotics an...
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02/02/2019
Belief dynamics extraction
Animal behavior is not driven simply by its current observations, but is...
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01/28/2019
Adversarial Examples Target Topological Holes in Deep Networks
It is currently unclear why adversarial examples are easy to construct f...
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10/20/2018
Temporal Proximity induces Attributes Similarity
Users consume their favorite content in temporal proximity of consumptio...
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06/11/2018
Generative Adversarial Network Architectures For Image Synthesis Using Capsule Networks
In this paper, we propose Generative Adversarial Network (GAN) architect...
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05/24/2018
Inverse POMDP: Inferring What You Think from What You Do
Complex behaviors are often driven by an internal model, which integrate...
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11/28/2017