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Generalizing From a Few Examples
ACM Computing Surveys, 2021Quanming Yao, Lionel Ni, James Kwok
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A Comprehensive Survey of Few-Shot Learning: Evolution, Applications, Challenges, and Opportunities
ACM Computing Surveys, 2023Subrota Kumar Mondal +2 more
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Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey
ACM Computing Surveys, 2023Vishal Patel, Shuaifeng Zhi
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Bridging the Gap Between Few-Shot and Many-Shot Learning via Distribution Calibration
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022Min Xu, Tongliang Liu, Shuo Yang
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Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey
Proceedings of the IEEE, 2023Huajun Chen +2 more
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Learning about few-shot concept learning
Nature Computational Science, 2022openaire +2 more sources
Explore pretraining for few-shot learning
Multimedia Tools and Applications, 2023Yan Li, Jinjie Huang
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Deep Metric Learning for Few-Shot Image Classification: A Review of Recent Developments
Pattern Recognition, 2023Xiaoxu Li, Xiaochen Yang, Jing-Hao Xue
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Few-Shot Learning for Image Denoising
IEEE Transactions on Circuits and Systems for Video Technology, 2023Bo Jiang 0017 +3 more
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