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Yu Xin

5 accepted papers

2026

Déjà Vu: Unlocking Transparent Action Reasoning for Object-Goal Navigation Via Large Language Models

ICRA 2026poster

The remarkable interaction and reasoning capabilities of Large Language Models (LLMs) make them promising in collaborative Embodied AI tasks, particularly for Object-goal Navigation (ObjNav) tasks that require both decision-making and transparent explanation. However, existing work mainly uses LLMs …

Cited by 0Scholar
2026

RGS: Reflection-Aware Gaussian Splatting Via Learning Geometry Continuity for Reflective Objects

ICRA 2026poster

Gaussian Splatting has significantly improved the quality of novel view synthesis with explicit Gaussian representation. However, we observed that existing 3D Gaussian Splatting methods (3DGS) often suffer from surface collapse issues on reflective regions, and thus produce inferior geometry and low…

Cited by 0Scholar
2025

ArticulatedGS: Self-supervised Digital Twin Modeling of Articulated Objects using 3D Gaussian Splatting

CVPR 2025poster

We tackle the challenge of concurrent reconstruction at the part level with the RGB appearance and estimation of motion parameters for building digital twins of articulated objects using the 3D Gaussian Splatting (3D-GS) method. With two distinct sets of multi-view imagery, each depicting an object…

Cited by 1SourcePDFScholar
2025

FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection

AAAI 2025technical

Embedded flight devices with visual capabilities have become essential for a wide range of applications. In aerial image detection, while many existing methods have partially addressed the issue of small target detection, challenges remain in optimizing small target detection and balancing detectio…