3 papers
cs.CV2026
RayOcc: Occlusion-Aware Ray Occupancy Estimation via Gaussian Mixture Intensity
Junho Kim, Seongwon Lee
Camera-only 3D semantic occupancy prediction aims to infer voxel-wise scene semantics from multi-view images, yet remains fundamentally challenging due to depth ambiguity and occlu…
cs.CV2025
VG3T: Visual Geometry Grounded Gaussian Transformer
Junho Kim, Seongwon Lee
Generating a coherent 3D scene representation from multi-view images is a fundamental yet challenging task. Existing methods often struggle with multi-view fusion, leading to fragm…
cs.LG2024
HiPPO-KAN: Efficient KAN Model for Time Series Analysis
SangJong Lee, Jin-Kwang Kim, JunHo Kim +2
In this study, we introduces a parameter-efficient model that outperforms traditional models in time series forecasting, by integrating High-order Polynomial Projection (HiPPO) the…