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题目:对比学习背景及核心思想介绍和掌纹应用趋势介绍
主讲人:金睿
时间:2021年9月4日 上午10点
地点:工程学院513
简介:1)介绍对比学习的背景、对比学习的核心思路(以SimCLR为例)、代码
2)介绍掌纹发展近况和未来趋势
参考资料:
1)Chen, Ting, et al. "A simple framework for contrastive learning of visual representations." International conference on machine learning. PMLR, 2020.
2)https://zhuanlan.zhihu.com/p/107269105,hinton团队无监督simclr讲解博客
3)https://blog.csdn.net/u011984148/article/details/106233313/,SimCLR框架
4)https://github.com/google-research/simclr,SimCLR - A Simple Framework for Contrastive Learning of Visual Representations
5)Zhao, Shuping, and Bob Zhang. "Deep discriminative representation for generic palmprint recognition." Pattern Recognition 98 (2020): 107071.
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