research
∙
07/27/2022
Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes
In many sequential tasks, a model needs to remember relevant events from...
share
research
∙
06/10/2021
Strong Gaussian Approximation for the Sum of Random Vectors
This paper derives a new strong Gaussian approximation bound for the sum...
research
∙
04/02/2021
Data Augmentation with Manifold Barycenters
The training of Generative Adversarial Networks (GANs) requires a large ...
research
∙
06/20/2020
BRULÉ: Barycenter-Regularized Unsupervised Landmark Extraction
Unsupervised retrieval of image features is vital for many computer visi...
research
∙
02/07/2020
Unsupervised non-parametric change point detection in quasi-periodic signals
We propose a new unsupervised and non-parametric method to detect change...
research
∙
04/01/2019
Gaussian approximation for empirical barycenters
In this work we consider Wasserstein barycenters (average in Wasserstein...
research
∙
10/19/2017