Vision Transformers with Mixed-Resolution Tokenization

Tomer Ronen, Omer Levy, Avram Golbert

Vision Transformer models process input images by dividing them into a spatially regular grid of equal-size patches. Conversely, Transformers were originally introduced over natura…