61 citations · 67 across the 5 of their papers we have counts for
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cs.AR2017★ 1 cited
NeuroTrainer: An Intelligent Memory Module for Deep Learning Training
Duckhwan Kim, Taesik Na, Sudhakar Yalamanchili +1
This paper presents, NeuroTrainer, an intelligent memory module with in-memory accelerators that forms the building block of a scalable architecture for energy efficient training f…
stat.ML2017★ 61 cited
Cascade Adversarial Machine Learning Regularized with a Unified Embedding
Taesik Na, Jong Hwan Ko, Saibal Mukhopadhyay
Injecting adversarial examples during training, known as adversarial training, can improve robustness against one-step attacks, but not for unknown iterative attacks. To address th…