Wu Z, Xiong Y, Yu S X, et al. Unsupervised feature learning via non-parametric instance discrimination[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2018: 3733-3742.
主要是提出来NCE loss function和Memory Bank 的无监督框架
Zhuang C, Zhai A L, Yamins D. Local aggregation for unsupervised learning of visual embeddings[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision. 2019: 6002-6012.
<aside> 💡 Three Contrast Learning: SimCLR, MOCO, BYOL
Contrast Learning details 三大对比学习框架调研报告
Contrastive Learning Conclusion
CVPR 2022 Contrast Learning 对比学习调研
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<aside> 💡 Positive and Negative Data
Improvements in data (Postive sample pair)对比学习数据方面改进
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