Free Bits: Latency Optimization of Mixed-Precision Quantized Neural
Networks on the EdgeInternational Conference on Artificial Intelligence Circuits and Systems (ICAICS), 2023 |
SDQ: Stochastic Differentiable Quantization with Mixed PrecisionInternational Conference on Machine Learning (ICML), 2022 |
A Silicon Photonic Accelerator for Convolutional Neural Networks with
Heterogeneous QuantizationACM Great Lakes Symposium on VLSI (GLSVLSI), 2022 |
A Comprehensive Survey on Model Quantization for Deep Neural Networks in
Image ClassificationACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022 |
Quantization and Deployment of Deep Neural Networks on MicrocontrollersItalian National Conference on Sensors (INS), 2021 |