research
∙
05/17/2022
Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms
Deep neural network (DNN) inference is increasingly being executed on mo...
share
research
∙
07/17/2021
Dynamic Transformer for Efficient Machine Translation on Embedded Devices
The Transformer architecture is widely used for machine translation task...
research
∙
05/08/2021
Optimising Resource Management for Embedded Machine Learning
Machine learning inference is increasingly being executed locally on mob...
research
∙
05/08/2021
Incremental Training and Group Convolution Pruning for Runtime DNN Performance Scaling on Heterogeneous Embedded Platforms
Inference for Deep Neural Networks is increasingly being executed locall...
research
∙
05/08/2021