LCN-4 augments ConvNet-4 with grid position encoding and frequency-domain location embedding to achieve state-of-the-art or better results than deeper backbones in fine-grained few-shot classification.
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning
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Shallow Deep Learning Can Still Excel in Fine-Grained Few-Shot Learning
LCN-4 augments ConvNet-4 with grid position encoding and frequency-domain location embedding to achieve state-of-the-art or better results than deeper backbones in fine-grained few-shot classification.