Search Results for author: Xindi Yang

Found 2 papers, 1 papers with code

Neural Field Classifiers via Target Encoding and Classification Loss

no code implementations2 Mar 2024 Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, Yunfeng Cai, Mingming Sun

We successfully propose a novel Neural Field Classifier (NFC) framework which formulates existing neural field methods as classification tasks rather than regression tasks.

Classification Multi-Label Classification +2

S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields

1 code implementation ICCV 2023 Zeke Xie, Xindi Yang, Yujie Yang, Qi Sun, Yixiang Jiang, Haoran Wang, Yunfeng Cai, Mingming Sun

Recently, Neural Radiance Field (NeRF) has shown great success in rendering novel-view images of a given scene by learning an implicit representation with only posed RGB images.

Novel View Synthesis Surface Reconstruction

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