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Compare More Nuanced: Pairwise Alignment Bilinear Network for Few-Shot Fine-Grained Learning

Compare More Nuanced: Pairwise Alignment Bilinear Network for Few-Shot Fine-Grained Learning

The recognition ability of human beings is developed in a progressive way. Usually, children learn to discriminate various objects from coarse to fine-grained with limited supervision. Inspired by this learning process, we propose a simple yet effective model for the Few-Shot Fine-Grained (FSFG) recognition, which tries to tackle the challenging …