9 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 5 cited
DeepPeep: Exploiting Design Ramifications to Decipher the Architecture of Compact DNNs
Nandan Kumar Jha, Sparsh Mittal, Binod Kumar +1
The remarkable predictive performance of deep neural networks (DNNs) has led to their adoption in service domains of unprecedented scale and scope. However, the widespread adoption…
cs.LG2020★ 9 cited
The Ramifications of Making Deep Neural Networks Compact
Nandan Kumar Jha, Sparsh Mittal, Govardhan Mattela
The recent trend in deep neural networks (DNNs) research is to make the networks more compact. The motivation behind designing compact DNNs is to improve energy efficiency since by…