research
∙
09/03/2023
Traveling Waves Encode the Recent Past and Enhance Sequence Learning
Traveling waves of neural activity have been observed throughout the bra...
share
research
∙
06/28/2023
DUET: 2D Structured and Approximately Equivariant Representations
Multiview Self-Supervised Learning (MSSL) is based on learning invarianc...
research
∙
11/15/2022
Homomorphic Self-Supervised Learning
In this work, we observe that many existing self-supervised learning alg...
research
∙
09/03/2021
Topographic VAEs learn Equivariant Capsules
In this work we seek to bridge the concepts of topographic organization ...
research
∙
06/29/2021
As easy as APC: Leveraging self-supervised learning in the context of time series classification with varying levels of sparsity and severe class imbalance
High levels of sparsity and strong class imbalance are ubiquitous challe...
research
∙
11/14/2020
Self Normalizing Flows
Efficient gradient computation of the Jacobian determinant term is a cor...
research
∙
04/18/2018
