Hong-Liang Zhang

Neural Projection Fusion for Sliced Wasserstein on the Hypersphere

The Spherical Sliced Wasserstein (SSW) distance has emerged as a fundamental tool for comparing probability measures on the hypersphere, with broad applications spanning geology, medical imaging, computer vision, and representation learning. However, its reliance on uniformly sampling a large number of projection direc...