2026
U^2Flow: Uncertainty-Aware Unsupervised Optical Flow Estimation
CVPR 2026
Unsupervised optical flow methods typically lack reliable uncertainty estimation, limiting their robustness and interpretability. We propose U^ 2 Flow, the first recurrent unsupervised framework that jointly estimates optical flow and per-pixel uncertainty. The core innovation is a decoupled learnin