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03/27/2021
Automated Backend-Aware Post-Training Quantization
Quantization is a key technique to reduce the resource requirement and i...
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01/20/2021
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices
Super-resolution (SR) is a coveted image processing technique for mobile...
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10/05/2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement
There are large individual differences in physiological processes, makin...
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06/06/2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Telehealth and remote health monitoring have become increasingly importa...
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05/25/2018
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks
Recent work has shown that fast, compact low-bitwidth neural networks ca...
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12/04/2017