3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2022★ 3 cited
Pruning Early Exit Networks
Alperen Görmez, Erdem Koyuncu
Deep learning models that perform well often have high computational costs. In this paper, we combine two approaches that try to reduce the computational cost while keeping the mod…
cs.LG2021
ECM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning
Alperen Görmez, Venkat R. Dasari, Erdem Koyuncu
State-of-the-art neural networks with early exit mechanisms often need considerable amount of training and fine tuning to achieve good performance with low computational cost. We p…