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Bike Chen, Wei Peng, Xiaofeng Cao, Juha Röning · 2023

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cs.LG 1

years

2024 1

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CONDITIONAL 1

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Lorentzian Residual Neural Networks

cs.LG · 2024-12-19 · conditional · novelty 6.0

LResNet performs hyperbolic residual connections with a normalized weighted sum (the Lorentzian centroid), avoiding tangent-space mappings and improving efficiency and accuracy in hyperbolic GNNs, graph transformers, and CNNs.

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  • Lorentzian Residual Neural Networks cs.LG · 2024-12-19 · conditional · none · ref 4

    LResNet performs hyperbolic residual connections with a normalized weighted sum (the Lorentzian centroid), avoiding tangent-space mappings and improving efficiency and accuracy in hyperbolic GNNs, graph transformers, and CNNs.