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08/30/2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning
Contrastive learning has emerged as a cornerstone in recent achievements...
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04/04/2023
Meta-Learning with a Geometry-Adaptive Preconditioner
Model-agnostic meta-learning (MAML) is one of the most successful meta-l...
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04/04/2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution
Since the introduction of deep learning, a wide scope of representation ...
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11/30/2021