Automated Machine Learning
Representative papers are shown with red border
Searching for TrioNet: Combining Convolution with Local and Global Self-Attention
Huaijin Pi, Huiyu Wang, Yingwei Li, Zizhang Li, Alan Yuille
BMVC, 2021
[Paper] [Code] [Bibtex]@article{pi2021searching,title={Searching for TrioNet: Combining Convolution with Local and Global Self-Attention},author={Pi, Huaijin and Wang, Huiyu and Li, Yingwei and Li, Zizhang and Yuille, Alan},journal={arXiv preprint arXiv:2111.07547},year={2021}} |
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network
Qihang Yu, Yingwei Li, Jieru Mei, Yuyin Zhou, Alan Yuille
AAAI, 2021
[Paper] [Code] [Bibtex]@article{yu2020cakes,title={Cakes: Channel-wise automatic kernel shrinking for efficient 3d network},author={Yu, Qihang and Li, Yingwei and Mei, Jieru and Zhou, Yuyin and Yuille, Alan L},journal={arXiv preprint arXiv:2003.12798},volume={2},year={2020}} |
Neural Architecture Search for Lightweight Non-Local Networks
Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille
CVPR, 2020
[Paper] [Code] [Bibtex]@inproceedings{li2020neural,title={Neural architecture search for lightweight non-local networks},author={Li, Yingwei and Jin, Xiaojie and Mei, Jieru and Lian, Xiaochen and Yang, Linjie and Xie, Cihang and Yu, Qihang and Zhou, Yuyin and Bai, Song and Yuille, Alan L},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},pages={10297--10306},year={2020}} |
AtomNAS: Fine-Grained End-to-End Neural Architecture Search
Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang
ICLR, 2020
[Paper] [Code] [Bibtex]@article{mei2019atomnas,title={Atomnas: Fine-grained end-to-end neural architecture search},author={Mei, Jieru and Li, Yingwei and Lian, Xiaochen and Jin, Xiaojie and Yang, Linjie and Yuille, Alan and Yang, Jianchao},journal={arXiv preprint arXiv:1912.09640},year={2019}} |