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06/30/2022
On-Device Training Under 256KB Memory
On-device training enables the model to adapt to new data collected from...
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05/03/2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation
Pose estimation plays a critical role in human-centered vision applicati...
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10/28/2021
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Tiny deep learning on microcontroller units (MCUs) is challenging due to...
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07/20/2020
MCUNet: Tiny Deep Learning on IoT Devices
Machine learning on tiny IoT devices based on microcontroller units (MCU...
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10/11/2019