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zhongshu wang

2 accepted papers

2023

Compressing Volumetric Radiance Fields to 1 MB

CVPR 2023poster

Approximating radiance fields with discretized volumetric grids is one of promising directions for improving NeRFs, represented by methods like DVGO, Plenoxels and TensoRF, which achieve super-fast training convergence and real-time rendering. However, these methods typically require a tremendous st…

2022

Streaming Radiance Fields for 3D Video Synthesis

NeurIPS 2022accept

We present an explicit-grid based method for efficiently reconstructing streaming radiance fields for novel view synthesis of real world dynamic scenes. Instead of training a single model that combines all the frames, we formulate the dynamic modeling problem with an incremental learning paradigm in…