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04/23/2022
Learning and Inference in Sparse Coding Models with Langevin Dynamics
We describe a stochastic, dynamical system capable of inference and lear...
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03/11/2019
Manipulation by Feel: Touch-Based Control with Deep Predictive Models
Touch sensing is widely acknowledged to be important for dexterous robot...
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10/03/2018
Exascale Deep Learning for Climate Analytics
We extract pixel-level masks of extreme weather patterns using variants ...
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09/13/2015