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Mengxian Hu

3 accepted papers

2025

Reinforcement Learning-based Optimization of Humanoid Joint Motion Control via Text-driven Human Motion Mapping

IROS 2025

Human motion retargeting for humanoid robots, transferring human motion data to robots for imitation, presents significant challenges but offers considerable potential for real-world applications. Traditionally, this process relies on human demonstrations captured through pose estimation or motion c

Cited by 0SourceScholar
2024

MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer

NeurIPS 2024poster

Transferring visual-language knowledge from large-scale foundation models for video recognition has proved to be effective. To bridge the domain gap, additional parametric modules are added to capture the temporal information. However, zero-shot generalization diminishes with the increase in the num…

2024

SNF-Feat: Semantic-Guided Negative-Sample-Free Representation Learning for Local Feature Extraction

IROS 2024poster

Local feature extraction constitutes a foundational module crucial for numerous downstream tasks of computer vision. Its primary challenge lies in the generation of discriminative feature representations. Prior methodologies have employed contrastive learning within their pipelines, yet have encount…

Cited by 0SourceScholar