TPC-ViT: Token Propagation Controller for Efficient Vision Transformers

Vision transformers (ViTs) have achieved promising results on a variety of Computer Vision tasks, however their quadratic complexity in the number of input tokens has limited their application specially in resource-constrained settings. The proposed TPC-ViT is evaluated based on the ImageNet-1K image classification dataset.