Show all

2021

2.

Li, Guihong; Mandal, Sumit K; Ogras, Umit Y; Marculescu, Radu

FLASH: Fast Neural Architecture Search with Hardware Optimization Journal Article

In: ACM Transactions on Embedded Computing Systems, 20 (63), pp. 1-26, 2021.

Links | BibTeX | Tags: Edge AI, Embedded Systems, Model Compression & Optimization, Neural Architecture Search

1.

Bhardwaj, K.; Li, G.; Marculescu, R.

How does topology influence gradient propagation and model performance of deep networks with DenseNet-type skip connections? Inproceedings

In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 13498-13507, 2021.

Links | BibTeX | Tags: Featured, Model Compression & Optimization, Neural Architecture Search