Dec 14, 2023 · In our work, we introduce a novel model: the Collaborative Neural Radiance Fields (ColNeRF) designed to work with sparse input. The ...
In our work, we introduce a novel model: the Collaborative Neural Radiance Fields (ColNeRF) designed to work with sparse input. The collaboration in ColNeRF ...
The collaboration in ColNeRF includes both the cooperation between sparse input images and the cooperation between the output of the neural radiation field.
Dec 15, 2023 · ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field Zhangkai Ni, Peiqi Yang, Wenhan Yang, Lin Ma, Sam Kwong tl;dr: ...
Dec 15, 2023 · Neural Radiance Fields (NeRF) have demonstrated impressive potential in synthesizing novel views from dense input, however, ...
ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field. Proceedings of the AAAI Conference on Artificial Intelligence, 38(5), 4325-4333 ...
SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with ...
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Augmented models are designed that encourage simpler solutions by exploring the role of positional encoding and view-dependent radiance in training the ...
ColNeRF ColNeRF Public. [AAAI-2024] Pytorch implementation of "ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field". Python 14 · ESIM ...
Dec 14, 2023 · ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field ... Through this, we construct a novel collaborative module that ...
ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field ... Collaborative Neural Radiance Fields (ColNeRF) designed to work with sparse input.