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Chuteng Zhou

PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices

Jan 26, 2023
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UDC: Unified DNAS for Compressible TinyML Models

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Jan 21, 2022
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AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator

Nov 10, 2021
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Active multi-fidelity Bayesian online changepoint detection

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Mar 26, 2021
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Information contraction in noisy binary neural networks and its implications

Feb 01, 2021
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MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers

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Oct 25, 2020
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Noisy Machines: Understanding Noisy Neural Networks and Enhancing Robustness to Analog Hardware Errors Using Distillation

Jan 14, 2020
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FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning

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Feb 27, 2019
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Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning

Dec 04, 2018
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