31 citations · 74 across the 15 of their papers we have counts for
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cs.LG2024
Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond
Costin-Andrei Oncescu, Sanket Purandare, Stratos Idreos +1
While transformers have been at the core of most recent advancements in sequence generative models, their computational cost remains quadratic in sequence length. Several subquadra…
cs.LG2018★ 16 cited
MotherNets: Rapid Deep Ensemble Learning
Abdul Wasay, Brian Hentschel, Yuze Liao +2
Ensembles of deep neural networks significantly improve generalization accuracy. However, training neural network ensembles requires a large amount of computational resources and t…