Abstract: 3D Gaussian Splatting (3D-GS) has exhibited impressive progress in novel view synthesis. When given the sparse views, its performance degrades severely, causing many problems like novel ...

Abstract: In Advanced Driver Assistance Systems (ADAS), environmental perception and object detection are crucial for ensuring safe autonomous driving. Single-modality systems often struggle under ...