Deep Learning, Artificial Intelligence, Image Classification, Vision Transformer, Transformers.
fine-tuning. Shape bias and ImageNet accuracy of ViT and ResNet with fine-tuning over augmented data. Training on augmented data increases shape bias and decreases ImageNet accuracy slightly, as is corroborated by previous works (Hermann et al., 2020). The decrease in accuracy for ResNet is more