Luis G. Sanchez Giraldo — accepted AI-conference papers

2024

FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning

Oscar Skean*, Aayush Dhakal, Nathan Jacobs, Luis G Sanchez Giraldo

ECCV 2024poster

"Self-supervised learning (SSL) is a popular paradigm for representation learning. Recent multiview methods can be classified as sample-contrastive, dimension-contrastive, or asymmetric network-based, with each family having its own approach to avoiding informational collapse. While these families c…

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2017

Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy

Luis G. Sanchez Giraldo, Erion Hasanbelliu, Murali Rao, Jose C. Principe

CVPR 2017spotlight

In this paper, we describe a set of robust algorithms for group-wise registration using both rigid and non-rigid transformations of multiple unlabelled point-sets with no bias toward a given set. These methods mitigate the need to establish a correspondence among the point-sets by representing them…

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