Adding layer normalization between the hash encoder and the MLP, plus initializing the network from a dense-volume pretrained model, improves NeRF-based CBCT reconstruction speed and quality.
In: The Thirty- eighth Annual Conference on Neural Information Processing Systems (2024)
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NeRF-based CBCT Reconstruction needs Normalization and Initialization
Adding layer normalization between the hash encoder and the MLP, plus initializing the network from a dense-volume pretrained model, improves NeRF-based CBCT reconstruction speed and quality.