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09/03/2023
Traveling Waves Encode the Recent Past and Enhance Sequence Learning
Traveling waves of neural activity have been observed throughout the bra...
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06/28/2023
DUET: 2D Structured and Approximately Equivariant Representations
Multiview Self-Supervised Learning (MSSL) is based on learning invarianc...
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11/15/2022
Homomorphic Self-Supervised Learning
In this work, we observe that many existing self-supervised learning alg...
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09/03/2021
Topographic VAEs learn Equivariant Capsules
In this work we seek to bridge the concepts of topographic organization ...
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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...
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11/14/2020
Self Normalizing Flows
Efficient gradient computation of the Jacobian determinant term is a cor...
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04/18/2018