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Spring 2024
We bridge the localization techniques that are based on proximity (near/far) information with those based on Received Signal Strength Indication (RSSI) information. An RSSI-based scheme can be mapped to proximity-based scheme by quantizing the RSSI values such they are represented by a single...
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Mixed Low-bit Quantization for Model Compression with Layer Importance and Gradient Estimations
DownloadSpring 2022
Deep neural networks (DNNs) have been widely used in the modern world in recent years. However, due to the substantial memory consumption and high computational power use of DNNs, deploying them on devices with limited resources is challenging. Model compression methods can provide us with a...