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Xiaochen Zhang

2 accepted papers

2025

Multi-Objective Human-in-the-Loop Optimization of Exoskeleton Assistance for Dropfoot Gait

RA-L 2025

Wearable robotic exoskeletons are frequently explored for their efficacy in physical rehabilitation and for assistance in daily activities in people with motor disorders, yet relatively few have convincing evidence for use. The concept of human-in-the-loop optimization has been used to identify idea

Cited by 2SourceScholar
2024

Self-supervised Representation Learning from Random Data Projectors

ICLR 2024poster

Self-supervised representation learning (SSRL) has advanced considerably by exploiting the transformation invariance assumption under artificially designed data augmentations. While augmentation-based SSRL algorithms push the boundaries of performance in computer vision and natural language processi…