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Enabling NAS with Automated Super-Network Generation


Dec 20, 2021
J. Pablo Muñoz, Nikolay Lyalyushkin, Yash Akhauri, Anastasia Senina, Alexander Kozlov, Nilesh Jain

* Accepted at AAAI2022 - Practical Deep Learning in the Wild 

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RHNAS: Realizable Hardware and Neural Architecture Search


Jun 17, 2021
Yash Akhauri, Adithya Niranjan, J. Pablo Muñoz, Suvadeep Banerjee, Abhijit Davare, Pasquale Cocchini, Anton A. Sorokin, Ravi Iyer, Nilesh Jain

* 15 pages 

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Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization


Jun 14, 2021
Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phielipp, Nilesh Jain, Somdeb Majumdar


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