A pure PyTorch implementation of Spatial Correlation Sampler, optimized for GPU performance using F.unfold operations. This module computes correlation between feature maps for motion estimation, ...
NVIDIA’s new Apollo platform promises to streamline AI surrogate modeling techniques for physical AI. The short-term opportunity is to speed up some engineering processes by tens to thousands of times ...
Abstract: Time series forecasting has played a significant role in many practical fields. But time series data generated from real-world applications always exhibits high variance and lots of noise, ...