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Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks


May 29, 2022
Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady

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Image2Gif: Generating Continuous Realistic Animations with Warping NODEs


May 09, 2022
Jurijs Nazarovs, Zhichun Huang

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* AI for Content Creation Workshop, CVPR 2022 

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Graph Reparameterizations for Enabling 1000+ Monte Carlo Iterations in Bayesian Deep Neural Networks


Feb 19, 2022
Jurijs Nazarovs, Ronak R. Mehta, Vishnu Suresh Lokhande, Vikas Singh

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Mixed Effects Neural ODE: A Variational Approximation for Analyzing the Dynamics of Panel Data


Feb 18, 2022
Jurijs Nazarovs, Rudrasis Chakraborty, Songwong Tasneeyapant, Sathya N. Ravi, Vikas Singh

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Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series


Jan 24, 2022
Jurijs Nazarovs, Cristian Lumezanu, Qianying Ren, Yuncong Chen, Takehiko Mizoguchi, Dongjin Song, Haifeng Chen

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