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Tianle Zeng

3 accepted papers

2026

EZREAL: Enhancing Zero-Shot Outdoor Robot Navigation Toward Distant Targets under Varying Visibility

ICRA 2026poster

Zero-shot object navigation (ZSON) in large-scale outdoor environments faces many challenges; we specifically address a coupled one: long-range targets that reduce to tiny projections and intermittent visibility due to partial or complete occlusion. We present a unified, lightweight closed-loop syst…

2026

Frequency-Guided 3D Gaussian Splatting for Challenging Low-Light View Synthesis

ICRA 2026poster

Robust 3D scene understanding is crucial for autonomous robots, but degrades sharply in low-light environments where sensor noise and illumination inconsistencies corrupt visual inputs. Even 3D Gaussian Splatting (3DGS), while efficient for real-time reconstruction, produces unstable and artifact-pr…

Cited by 0Scholar