Xiaorong Li — accepted AI-conference papers

2025

Exploring Temporal Constraints for Unsupervised Iris Motion Tracking in AS-OCT Videos

Lingxi Hu, Xiao Wu, Risa Higashita, Xiaoli Xing, Menglan Zhou, Song Lin +4

ICASSP 2025accepted

Iris motion tracking is critical for discriminating the iris stiffness and developmental stage of primary angle-closure disease (PACD). Anterior segment optical coherence tomography (AS-OCT) video is a highly efficient approach to observe the morphological determinant in iris motion. However, the ir…

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2021

Training Networks in Null Space of Feature Covariance for Continual Learning

Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu

CVPR 2021poster

In the setting of continual learning, a network is trained on a sequence of tasks, and suffers from catastrophic forgetting. To balance plasticity and stability of network in continual learning, in this paper, we propose a novel network training algorithm called Adam-NSCL, which sequentially optimiz…

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