Tianyu Ding*

CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering

"Generalizability and few-shot learning are key challenges in Neural Radiance Fields (NeRF), often due to the lack of a holistic understanding in pixel-level rendering. We introduce CaesarNeRF, an end-to-end approach that leverages scene-level CAlibratEd SemAntic Representation along with pixel-leve…