← Search

Jeff Zhu

2 accepted papers

2023

FastViT: A Fast Hybrid Vision Transformer Using Structural Reparameterization

ICCV 2023poster

The recent amalgamation of transformer and convolutional designs has led to steady improvements in accuracy and efficiency of the models. In this work, we introduce FastViT, a hybrid vision transformer architecture that obtains the state-of-the-art latency-accuracy trade-off. To this end, we intro…

Cited by 231PDFcodeScholar
2023

MobileOne: An Improved One Millisecond Mobile Backbone

CVPR 2023poster

Efficient neural network backbones for mobile devices are often optimized for metrics such as FLOPs or parameter count. However, these metrics may not correlate well with latency of the network when deployed on a mobile device. Therefore, we perform extensive analysis of different metrics by deployi…