ParFormer: A Vision Transformer with Parallel Mixer and Sparse Channel Attention Patch Embedding

Novendra Setyawan, Ghufron Wahyu Kurniawan, Chi-Chia Sun +3

Convolutional Neural Networks (CNNs) and Transformers have achieved remarkable success in computer vision tasks. However, their deep architectures often lead to high computational…