Aninda Saha

ToDo: Token Downsampling for Efficient Generation of High-Resolution Images

Attention has been a crucial component in the success of image diffusion models, however, their quadratic computational complexity limits the sizes of images we can process within reasonable time and memory constraints. This paper investigates the importance of dense attention in generative image mo…