A selective overview of some research projects of mine.
- MESS: Multi-Exit Semantic Segmentation Networks
- DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device
- FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout
- Smart at what cost? Characterising Mobile Deep Neural Networks in the wild
- It's always personal: Using Early Exits for Efficient On-Device CNN Personalisation