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02/05/2023
Using Intermediate Forward Iterates for Intermediate Generator Optimization
Score-based models have recently been introduced as a richer framework t...
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05/29/2022
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
Ransomware attacks are increasing at an alarming rate, leading to large ...
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05/09/2022
Image2Gif: Generating Continuous Realistic Animations with Warping NODEs
Generating smooth animations from a limited number of sequential observa...
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02/19/2022
Graph Reparameterizations for Enabling 1000+ Monte Carlo Iterations in Bayesian Deep Neural Networks
Uncertainty estimation in deep models is essential in many real-world ap...
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02/18/2022
Mixed Effects Neural ODE: A Variational Approximation for Analyzing the Dynamics of Panel Data
Panel data involving longitudinal measurements of the same set of partic...
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01/24/2022