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On-Device Training Under 256KB Memory


Jul 14, 2022
Ji Lin, Ligeng Zhu, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han


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Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation


May 03, 2022
Yihan Wang, Muyang Li, Han Cai, Wei-Ming Chen, Song Han

* IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2022 
* 11 pages 

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MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning


Oct 28, 2021
Ji Lin, Wei-Ming Chen, Han Cai, Chuang Gan, Song Han


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MCUNet: Tiny Deep Learning on IoT Devices


Jul 20, 2020
Ji Lin, Wei-Ming Chen, Yujun Lin, John Cohn, Chuang Gan, Song Han

* Demo video available here: https://youtu.be/YvioBgtec4U 

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