2 papers
cs.CV2026
OCP-GN: A Scalable Second-order Optimizer for Stochastic Optimization
Jindi Zhong, Congyaohui Yin, Zhaorong Zhang +1
This paper proposes a novel second-order optimization algorithm based on the Optimal Control Principle (OCP), applicable to large-scale optimization problems in neural network trai…
math.OC2025
An Efficient Algorithm for Learning-Based Visual Localization
Jindi Zhong, Ziyuan Guo, Hongxia Wang +1
This paper addresses the visual localization problem in Global Positioning System (GPS)-denied environments, where computational resources are often limited. To achieve efficient a…