42 citations · 161 across the 16 of their papers we have counts for
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cs.AR2021★ 7 cited
Energon: Towards Efficient Acceleration of Transformers Using Dynamic Sparse Attention
Zhe Zhou, Junlin Liu, Zhenyu Gu +1
In recent years, transformer models have revolutionized Natural Language Processing (NLP) and shown promising performance on Computer Vision (CV) tasks. Despite their effectiveness…
cs.AR2020★ 2 cited
Customizing Trusted AI Accelerators for Efficient Privacy-Preserving Machine Learning
Peichen Xie, Xuanle Ren, Guangyu Sun
The use of trusted hardware has become a promising solution to enable privacy-preserving machine learning. In particular, users can upload their private data and models to a hardwa…