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06/19/2022
Bounding Evidence and Estimating Log-Likelihood in VAE
Many crucial problems in deep learning and statistics are caused by a va...
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11/15/2021
Target Layer Regularization for Continual Learning Using Cramer-Wold Generator
We propose an effective regularization strategy (CW-TaLaR) for solving c...
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10/12/2021
HyperCube: Implicit Field Representations of Voxelized 3D Models
Recently introduced implicit field representations offer an effective wa...
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02/11/2021
HyperPocket: Generative Point Cloud Completion
Scanning real-life scenes with modern registration devices typically giv...
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09/15/2020
Generative models with kernel distance in data space
Generative models dealing with modeling a joint data distribution are ge...
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08/26/2020
Gravilon: Applications of a New Gradient Descent Method to Machine Learning
Gradient descent algorithms have been used in countless applications sin...
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01/29/2019
Sliced generative models
In this paper we discuss a class of AutoEncoder based generative models ...
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05/23/2018