AINeutralarXiv – CS AI · Mar 24/106
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Intrinsic Lorentz Neural Network
Researchers propose the Intrinsic Lorentz Neural Network (ILNN), a fully intrinsic hyperbolic architecture that performs all computations within the Lorentz model for better handling of hierarchical data structures. The network introduces novel components including point-to-hyperplane layers and GyroLBN batch normalization, achieving state-of-the-art performance on CIFAR and genomic benchmarks while outperforming Euclidean baselines.