MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving

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Deep LearningMultiSiam
Overview

MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving

Code will be available soon.

Motivation

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Architecture

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Experiment

Pre-train on multi-instance datasets

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Pre-train on single-instance ImageNet

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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}
}
Owner
Kai Chen
CS PhD @ HKUST, Former CS @ FDU, RA @ IUB and Exchange [email protected]
Kai Chen
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