FreeFlow Achieves Optical Flow via Hierarchical Transformers

FreeFlow estimates optical flow using a single feed-forward encoder-decoder architecture without task-specific inductive biases like correlation volumes. It utilizes window, shifted-window, and global attention variants to allow the model to scale naturally with capacity.