1、轻量级神经网络:
《MobileNet: Efficient Convolutional Neural Networks for Mobile Vision Applications》
《EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks》
2、知识蒸馏(Knowledge Distillation):
《Distilling the Knowledge in a Neural Network》
3、联邦学习(Federated Learning):
《Federated Learning: Strategies for Improving Communication Efficiency》
4、边缘计算与AI结合:
《Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing》