179 citations · 294 across the 16 of their papers we have counts for
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hep-lat2023★ 10 cited
Normalizing flows for lattice gauge theory in arbitrary space-time dimension
Ryan Abbott, Michael S. Albergo, Aleksandar Botev +11
Applications of normalizing flows to the sampling of field configurations in lattice gauge theory have so far been explored almost exclusively in two space-time dimensions. We repo…
cs.LG2023★ 5 cited
Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation
Bobby He, James Martens, Guodong Zhang +4
Skip connections and normalisation layers form two standard architectural components that are ubiquitous for the training of Deep Neural Networks (DNNs), but whose precise roles ar…