IEEE

A Gaussian Process Regression Method to Nowcast Cloud-to-Ground Lightning From Remote Sensing and Numerical Weather Modeling Data

Abstract: The climate change of the last decades is causing an increase in the frequency of extreme event occurrences. Numerous studies confirm the link between extreme meteorological events and ...
IEEE

LiNGAM-SF: Causal Structural Learning Method With Linear Non-Gaussian Acyclic Models for Streaming Features

Abstract: The causal structure learning for streaming features (CSLSFs) faces the following challenges: 1) the precision of learned causal structures is limited due to the score-based learning method ...
GitHub

FastGS: Training 3D Gaussian Splatting in 100 Seconds

Note: The Conda CUDA and system CUDA versions may differ. The compiler version (nvcc) is what matters for PyTorch extensions compilation (diff-gaussian-rasterization_fastgs). The MipNeRF360 scenes are ...
GitHub

GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation

Partitions images into complexity-balanced regions of varying shapes and positions using an entropy-driven algorithm; Represents each region as a 2D Gaussian (mean for position, covariance for shape) ...