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20192021
most citedChallenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices

8 citations · 12 across the 7 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

cs.CV2019

RGPNet: A Real-Time General Purpose Semantic Segmentation

Elahe Arani, Shabbir Marzban, Andrei Pata +1

We propose a real-time general purpose semantic segmentation architecture, RGPNet, which achieves significant performance gain in complex environments. RGPNet consists of a light-w…

cs.LG2019

Noise as a Resource for Learning in Knowledge Distillation

Elahe Arani, Fahad Sarfraz, Bahram Zonooz

While noise is commonly considered a nuisance in computing systems, a number of studies in neuroscience have shown several benefits of noise in the nervous system from enabling the…