Xin Wen

The neural network state observer design based on the particle swarm optimization-black stork foraging process

2015

As RBF (Radial Basis Function) neural networks can approximate any nonlinear function in a compact set with arbitrary precision, this paper presents an approach of the state observer design for a class of nonlinear systems …

Platform Operations in the Industry 4.0 Era: Recent Advances and the 3As Framework

2022 · IEEE Transactions on Engineering Management

In the Industry 4.0 era, implementing advanced technologies to enhance platform operations is crucial. Motivated by the importance of platforms and the wide implementation of Industry 4.0-related advanced technologies, we conduct this study on platform …

What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights

2024 · arXiv (Cornell University)

Severe data imbalance naturally exists among web-scale vision-language datasets. Despite this, we find CLIP pre-trained thereupon exhibits notable robustness to the data imbalance compared to supervised learning, and demonstrates significant effectiveness in learning generalizable representations. …