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06/29/2022
Can Push-forward Generative Models Fit Multimodal Distributions?
Many generative models synthesize data by transforming a standard Gaussi...
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10/25/2021
On quantitative Laplace-type convergence results for some exponential probability measures, with two applications
Laplace-type results characterize the limit of sequence of measures (π_ε...
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07/30/2020
Unidentified Floating Object detection in maritime environment using dictionary learning
Maritime domain is one of the most challenging scenarios for object dete...
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12/03/2019
Maximum entropy methods for texture synthesis: theory and practice
Recent years have seen the rise of convolutional neural network techniqu...
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02/23/2018
Exact Sampling of Determinantal Point Processes without Eigendecomposition
Determinantal point processes (DPPs) enable the modelling of repulsion: ...
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07/22/2017