Awesome
MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving
Code will be available soon.
Motivation
Architecture
Experiment
Pre-train on multi-instance datasets
Pre-train on single-instance ImageNet
Citation
@inproceedings{chen2021multisiam,
title={MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving},
author={Chen, Kai and Hong, Lanqing and Xu, Hang and Li, Zhenguo and Yeung, Dit-Yan},
booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
pages={7546--7554},
year={2021}
}