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Long-tail learning with class descriptors

Long-tail learning by using class descriptors (like attributes, class embedding, etc) to learn tail classes as well as head classes.

Papers

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Showing 1–6 of 6 papers

Title	Date	Tasks	Status	Hype
Decoupling Representation and Classifier for Long-Tailed Recognition	Oct 21, 2019	ClassificationGeneral Classification	CodeCode Available	1
Large-Scale Long-Tailed Recognition in an Open World	Apr 10, 2019	ClassificationFew-Shot Learning	CodeCode Available	1
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss	Jun 18, 2019	Long-tail LearningLong-tail learning with class descriptors	CodeCode Available	1
From Generalized zero-shot learning to long-tail with class descriptors	Apr 5, 2020	Few-Shot LearningGeneralized Few-Shot Learning	CodeCode Available	1
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts	Sep 18, 2023	Fine-Grained Image ClassificationImage Classification	CodeCode Available	1
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders	Jun 1, 2019	Few-Shot LearningGeneralized Few-Shot Learning	CodeCode Available	0

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