← Search

Wen-Cheng Chen

2 accepted papers

2023

Scalable Spatial Memory for Scene Rendering and Navigation

AAAI 2023technical

Neural scene representation and rendering methods have shown promise in learning the implicit form of scene structure without supervision. However, the implicit representation learned in most existing methods is non-expandable and cannot be inferred online for novel scenes, which makes the learned r…

Cited by 1SourcePDFScholar
2021

STR-GQN: Scene Representation and Rendering for Unknown Cameras Based on Spatial Transformation Routing

ICCV 2021poster

Geometry-aware modules are widely applied in recent deep learning architectures for scene representation and rendering. However, these modules require intrinsic camera information that might not be obtained accurately. In this paper, we propose a Spatial Transformation Routing (STR) mechanism to mod…

Cited by 5PDFScholar