Deep Learning, Artificial Intelligence, Image Classification, Vision Transformer, Transformers.
224², and 256² for all four models, respectively. 3. Results 3.1. Ablation Study Stage-wise architecture. ViT/DeiT can only generate single-scale feature map, losing a lot of multi-scale information, which is crucial for dense prediction. When DeiT is with 4 stages like CMT-S, i.e. DeiT-S-4Stage,