activity
20202023
most citedFaster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers

5 citations · 9 across the 11 of their papers we have counts for

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2 papers · 1 filter

cs.LG2022★ 1 cited

MAPLE-X: Latency Prediction with Explicit Microprocessor Prior Knowledge

Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee

Deep neural network (DNN) latency characterization is a time-consuming process and adds significant cost to Neural Architecture Search (NAS) processes when searching for efficient…

cs.LG2022

MAPLE-Edge: A Runtime Latency Predictor for Edge Devices

Saeejith Nair, Saad Abbasi, Alexander Wong +1

Neural Architecture Search (NAS) has enabled automatic discovery of more efficient neural network architectures, especially for mobile and embedded vision applications. Although re…