284 citations · 995 across the 32 of their papers we have counts for
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cs.CV2022★ 72 cited
On-Device Training Under 256KB Memory
Ji Lin, Ligeng Zhu, Wei-Ming Chen +3
On-device training enables the model to adapt to new data collected from the sensors by fine-tuning a pre-trained model. Users can benefit from customized AI models without having…
cs.LG2022★ 137 cited
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications
Han Cai, Ji Lin, Yujun Lin +5
Deep neural networks (DNNs) have achieved unprecedented success in the field of artificial intelligence (AI), including computer vision, natural language processing and speech reco…