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04/14/2022
SemiMultiPose: A Semi-supervised Multi-animal Pose Estimation Framework
Multi-animal pose estimation is essential for studying animals' social b...
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10/29/2020
Attentive Clustering Processes
Amortized approaches to clustering have recently received renewed attent...
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03/11/2020
General linear-time inference for Gaussian Processes on one dimension
Gaussian Processes (GPs) provide a powerful probabilistic framework for ...
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12/28/2018
Discrete Neural Processes
Many data generating processes involve latent random variables over disc...
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11/06/2018
A Novel Variational Family for Hidden Nonlinear Markov Models
Latent variable models have been widely applied for the analysis and vis...
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10/26/2017
