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cs.LG2022★ 2 cited
Designing and Training of Lightweight Neural Networks on Edge Devices using Early Halting in Knowledge Distillation
Rahul Mishra, Hari Prabhat Gupta
Automated feature extraction capability and significant performance of Deep Neural Networks (DNN) make them suitable for Internet of Things (IoT) applications. However, deploying D…
cs.LG2020
A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions
Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta
Deep Neural Network (DNN) has gained unprecedented performance due to its automated feature extraction capability. This high order performance leads to significant incorporation of…