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Tianlu Zheng

2 accepted papers

2025

Dual-Level Open-Vocabulary 3D Scene Representation for Instance-Aware Robot Navigation

IROS 2025

Advanced scene understanding is crucial for robots to navigate robustly in complex 3D environments. Recent works utilize large Vision-Language Models (VLMs) to embed semantic information into reconstructed maps, thereby creating open-vocabulary scene representations for instance-aware robot navigati

Cited by 0SourceScholar
2025

Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval

EMNLP 2025

Although Contrastive Language-Image Pre-training (CLIP) exhibits strong performance across diverse vision tasks, its application to person representation learning faces two critical challenges: (i) the scarcity of large-scale annotated vision-language data focused on person-centric images, and (ii)