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Oral
Tue Apr 06 09:30 AM -- 09:50 AM (PDT)
ModularNAS: Towards Modularized and Reusable Neural Architecture Search
In Session 1: Search and Devices
Yunfeng Lin · Guilin Li · Xing Zhang · Weinan Zhang · Bo Chen · Ruiming Tang · Zhenguo Li · Jiashi Feng · Yong Yu
Oral
Tue Apr 06 09:50 AM -- 10:10 AM (PDT)
Fluid: Resource-aware Hyperparameter Tuning Engine
In Session 1: Search and Devices
Peifeng Yu · Jiachen Liu · Mosharaf Chowdhury
Oral
Tue Apr 06 10:10 AM -- 10:30 AM (PDT)
MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers
In Session 1: Search and Devices
Colby Banbury · Chuteng Zhou · Igor Fedorov · Ramon Matas · Urmish Thakker · Dibakar Gope · Vijay Janapa Reddi · Matthew Mattina · Paul Whatmough
Oral
Tue Apr 06 10:30 AM -- 10:50 AM (PDT)
Characterizing and Taming Model Instability Across Edge Devices
In Session 1: Search and Devices
Eyal Cidon · Evgenya Pergament · Zain Asgar · Asaf Cidon · Sachin Katti