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20242026
most citedStreamTinyNet: video streaming analysis with spatial-temporal TinyML

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cs.LG2026

What changes after deployment? A survey on On-device Learning in TinyML

Massimo Pavan, Luca Pezzarossa, Fabrizio Pittorino +2

Machine learning models on microcontroller-class devices (TinyML) face a fundamental challenge: post-deployment distribution change undermines static models. On-device learning (OD…