Wenwen Liao

EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers

Large models such as Vision Transformers (ViTs) have demonstrated remarkable superiority over smaller architectures like ResNet in few-shot classification, owing to their powerful representational capacity. However, fine-tuning such large models demands extensive GPU memory and prolonged training ti