most citedMMEdge: Accelerating On-device Multimodal Inference via Pipelined Sensing and Encoding

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cs.LG2025

Chorus: Harmonizing Context and Sensing Signals for Data-Free Model Customization in IoT

Liyu Zhang, Yejia Liu, Kwun Ho Liu +2

A key bottleneck toward scalable IoT sensing is efficiently adapting trained AI models to new deployment conditions. Context shifts, such as changes in sensor placement or ambient…