[R] (ICML’19 AutoML workshop) InstaNAS: Instance-aware Neural Architecture Search
TL;DL The first paper integrates Neural Architecture Search (NAS) with instance awareness and searches for a distribution of neural architectures to further expoit the power of NAS. InstaNAS achieves significant improvement in accuracy-latency tradeoff than single model. Our qualitative results show the controller policy shares many interesting similarities to human perception.
Also see our other recent works: