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20232026
most citedEnhancing Neural Architecture Search with Multiple Hardware Constraints for Deep Learning Model Deployment on Tiny IoT Devices

24 citations · 32 across the 8 of their papers we have counts for

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Showing 2024 · cs.LGShow all

2 papers · 2 filters

cs.LG2024

Optimizing the Deployment of Tiny Transformers on Low-Power MCUs

Victor J. B. Jung, Alessio Burrello, Moritz Scherer +2

Transformer networks are rapidly becoming SotA in many fields, such as NLP and CV. Similarly to CNN, there is a strong push for deploying Transformer models at the extreme edge, ul…

cs.LG2024★ 8 cited

Foundation Models for Structural Health Monitoring

Luca Benfenati, Daniele Jahier Pagliari, Luca Zanatta +6

Structural Health Monitoring (SHM) is a critical task for ensuring the safety and reliability of civil infrastructures, typically realized on bridges and viaducts by means of vibra…