Flow-based generative models are efficient but fail to perform well in out-of-distribution detection due to the inductive bias. To solve these problems, we utilize a hierarchical normalizing flow ...

Abstract: Although the overall performance of existing optical flow estimation methods has improved rapidly, motion discontinuities caused by large displacements and occlusions remain significant ...