31 citations · 38 across the 4 of their papers we have counts for
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cs.LG2019★ 6 cited
CapStore: Energy-Efficient Design and Management of the On-Chip Memory for CapsuleNet Inference Accelerators
Alberto Marchisio, Muhammad Abdullah Hanif, Mohammad Taghi Teimoori +1
Deep Neural Networks (DNNs) have been established as the state-of-the-art algorithm for advanced machine learning applications. Recently, CapsuleNets have improved the generalizati…
cs.LG2018★ 31 cited
Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference
Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman +1
The exponential increase in dependencies between the cyber and physical world leads to an enormous amount of data which must be efficiently processed and stored. Therefore, computi…