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PTN: A Poisson Transfer Network for Semi-supervised Few-shot Learning
The predicament in semi-supervised few-shot learning (SSFSL) is to maxim...
12/20/2020 ∙ by Huaxi Huang, et al. ∙
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TOAN: Target-Oriented Alignment Network for Fine-Grained Image Categorization with Few Labeled Samples
The challenges of high intra-class variance yet low inter-class fluctuat...
05/28/2020 ∙ by Huaxi Huang, et al. ∙
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Low-Rank Pairwise Alignment Bilinear Network For Few-Shot Fine-Grained Image Classification
Deep neural networks have demonstrated advanced abilities on various vis...
08/04/2019 ∙ by Huaxi Huang, et al. ∙
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Compare More Nuanced:Pairwise Alignment Bilinear Network For Few-shot Fine-grained Learning
The recognition ability of human beings is developed in a progressive wa...
04/07/2019 ∙ by Huaxi Huang, et al. ∙
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