Search Results for author: Shukai Duan

Found 3 papers, 2 papers with code

Network Pruning via Feature Shift Minimization

1 code implementation6 Jul 2022 Yuanzhi Duan, Yue Zhou, Peng He, Qiang Liu, Shukai Duan, Xiaofang Hu

In this paper, we propose a novel Feature Shift Minimization (FSM) method to compress CNN models, which evaluates the feature shift by converging the information of both features and filters.

Network Pruning

Network Compression via Central Filter

1 code implementation10 Dec 2021 Yuanzhi Duan, Xiaofang Hu, Yue Zhou, Qiang Liu, Shukai Duan

In this paper, by exploring the similarities between feature maps, we propose a novel filter pruning method, Central Filter (CF), which suggests that a filter is approximately equal to a set of other filters after appropriate adjustments.

Network Pruning

TDACNN: Target-domain-free Domain Adaptation Convolutional Neural Network for Drift Compensation in Gas Sensors

no code implementations14 Oct 2021 Yuelin Zhang, Sihao Xiang, Zehuan Wang, Xiaoyan Peng, Yutong Tian, Shukai Duan, Jia Yan

Sensor drift is a long-existing unpredictable problem that deteriorates the performance of gaseous substance recognition, calling for an antidrift domain adaptation algorithm.

Domain Adaptation

Cannot find the paper you are looking for? You can Submit a new open access paper.