Weihan Liang

Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-Shot Learning

This paper presents new hierarchically cascaded transformers that can improve data efficiency through attribute surrogates learning and spectral tokens pooling. Vision transformers have recently been thought of as a promising alternative to convolutional neural networks for visual recognition. But w…