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Howoong Jun

5 accepted papers

2026

Memory-Efficient Voxelized Renderable Neural 3D Spatial Representation for Vision-Based Robotics

RA-L 2026

In this paper, we introduce a novel approach for modeling a memory-efficient spatial representation with 3D Gaussian splatting. Efficient vision-based spatial representation poses a significant challenge due to the memory demands of visual information. Recent advances in 3D rendering technologies, s

Cited by 0SourceScholar
2026

Memory-Efficient Voxelized Renderable Neural 3D Spatial Representation for Vision-Based Robotics

ICRA 2026poster

In this paper, we introduce a novel approach for modeling a memory-efficient spatial representation with 3D Gaussian splatting. Efficient vision-based spatial representation poses a significant challenge due to the memory demands of visual information. Recent advances in 3D rendering technologies, s…

Cited by 0SourceScholar
2024

RNR-Nav: A Real-World Visual Navigation System Using Renderable Neural Radiance Maps

IROS 2024

We propose a novel visual localization and navigation framework for real-world environments directly integrating observed visual information into the bird-eye-view map. While the renderable neural radiance map (RNR-Map) [1] shows considerable promise in simulated settings, its deployment in real-wor

Cited by 1SourceScholar
2024

Renderable Street View Map-Based Localization: Leveraging 3D Gaussian Splatting for Street-Level Positioning

IROS 2024poster

In this paper, we introduce a new method that first utilizes 3D Gaussian splatting in street-level localization problem. Robust localization with street-level real-world images such as street view is a major issue for autonomous vehicle, augmented reality (AR) navigation, and outdoor mobile robots.…

Cited by 1SourceScholar
2022

Visually Grounding Language Instruction for History-Dependent Manipulation

ICRA 2022poster

This paper emphasizes the importance of a robot's ability to refer to its task history, especially when it exe-cutes a series of pick-and-place manipulations by following language instructions given one by one. The advantage of referring to the manipulation history can be categorized into two folds:…

Cited by 7SourceScholar