most citedMulti-Exit Vision Transformer for Dynamic Inference

8 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2021★ 8 cited

Multi-Exit Vision Transformer for Dynamic Inference

Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis

Deep neural networks can be converted to multi-exit architectures by inserting early exit branches after some of their intermediate layers. This allows their inference process to b…

cs.LG2021

Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning

Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis

Deploying deep learning services for time-sensitive and resource-constrained settings such as IoT using edge computing systems is a challenging task that requires dynamic adjustmen…