Generalized Parametric Contrastive Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.48550/arxiv.2209.12400
Abstract: In this paper, we propose the Generalized Parametric Contrastive Learning (GPaCo/PaCo) which works well on both imbalanced and balanced data. Based on theoretical analysis, we observe supervised contrastive loss tends to bias on high-frequency classes… read more here.
Keywords: loss; gpaco paco; generalized parametric; analysis ... See more keywords
Inequalities for generalized parametric Marcinkiewicz integrals along polynomial compound curves
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Mathematical Inequalities"
DOI: 10.7153/jmi-2020-14-14
Abstract: Under some weaker size conditions assumed on the integral kernels both on the unit sphere and in the radial directions, the sharp Lp boundedness was proved for the generalized parametric Marcinkiewicz integrals along polynomial compound… read more here.
Keywords: parametric marcinkiewicz; integrals along; generalized parametric; marcinkiewicz integrals ... See more keywords