2 papers
stat.ML2026
Inference and Uncertainty Quantification for Streaming -PCA
Haoshu Xu, Hongzhe Li
We address two open questions in streaming PCA via Oja's algorithm: sharp operator-norm convergence for general rank under sub-Gaussian data, and distributional inference for the r…
cs.CV2025
CGEarthEye:A High-Resolution Remote Sensing Vision Foundation Model Based on the Jilin-1 Satellite Constellation
Zhiwei Yi, Xin Cheng, Jingyu Ma +5
Deep learning methods have significantly advanced the development of intelligent rinterpretation in remote sensing (RS), with foundational model research based on large-scale pre-t…