Zhilin Lu

2 accepted papers

2022

Elastic-Link for Binarized Neural Networks

Jie Hu, Ziheng Wu, Vince Tan, Zhilin Lu, Mengze Zeng, Enhua Wu

AAAI 2022technical

Recent work has shown that Binarized Neural Networks (BNNs) are able to greatly reduce computational costs and memory footprints, facilitating model deployment on resource-constrained devices. However, in comparison to their full-precision counterparts, BNNs suffer from severe accuracy degradation.…

Cited by 6 Source ↗PDF ↗Scholar ↗

2021

Learning the Superpixel in a Non-Iterative and Lifelong Manner

Lei Zhu, Qi She, Bin Zhang, Yanye Lu, Zhilin Lu, Duo Li +1

CVPR 2021poster

Superpixel is generated by automatically clustering pixels in an image into hundreds of compact partitions, which is widely used to perceive the object contours for its excellent contour adherence. Although some works use the Convolution Neural Network (CNN) to generate high-quality superpixel, we c…

Cited by 45 PDF ↗code ↗Scholar ↗