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07/18/2022
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization
We study the implicit regularization effects of deep learning in tensor ...
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05/04/2021
Implicit Regularization in Deep Tensor Factorization
Attempts of studying implicit regularization associated to gradient desc...
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04/01/2020
Mapping individual differences in cortical architecture using multi-view representation learning
In neuroscience, understanding inter-individual differences has recently...
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11/29/2019
Deep Networks with Adaptive Nyström Approximation
Recent work has focused on combining kernel methods and deep learning to...
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05/27/2019
Unsupervised Object Segmentation by Redrawing
Object segmentation is a crucial problem that is usually solved by using...
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11/01/2017
Multi-View Data Generation Without View Supervision
The development of high-dimensional generative models has recently gaine...
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03/30/2015