Cross-Domain Few-shot Learning學習目錄

[Done] [2010.03522] A Survey of Deep Meta-Learning
https://arxiv.org/abs/2010.03522

[1710.03463] Learning to Generalize: Meta-Learning for Domain Generalization
https://arxiv.org/abs/1710.03463

[1912.07200] A Broader Study of Cross-Domain Few-Shot Learning
https://arxiv.org/abs/1912.07200

[2001.08735] Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
https://arxiv.org/abs/2001.08735

[2004.14164] MICK: A Meta-Learning Framework for Few-shot Relation Classification with Little Training Data
https://arxiv.org/abs/2004.14164

[2005.10544] Cross-Domain Few-Shot Learning with Meta Fine-Tuning
https://arxiv.org/abs/2005.10544

[2006.11384] A Transductive Multi-Head Model for Cross-Domain Few-Shot Learning
https://arxiv.org/abs/2006.11384

[2010.06498] Cross-Domain Few-Shot Learning by Representation Fusion
https://arxiv.org/abs/2010.06498

[2011.00179] Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification
https://arxiv.org/abs/2011.00179

Explain and Improve: Cross-Domain Few-Shot-Learning Using Explanations
http://interpretable-ml.org/icml2020workshop/pdf/22.pdf

A Broader Study of Cross-Domain Few-Shot Learning
https://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123720120.pdf

[Done] 【論文閱讀】[meta learning]cross-domain few-shot classification via learned feature-wise transformation
https://blog.csdn.net/weixin_44919895/article/details/105374274

[Done] 小樣本學習跨域(Cross-domain)問題總結- 知乎
https://zhuanlan.zhihu.com/p/257805250

[Done] A Survey of Cross-Domain Few-shot Learning — 知乎
https://zhuanlan.zhihu.com/p/277709444

[Done] To learn how to learn — — 元學習(meta-learning) 讀書筆記https://zhuanlan.zhihu.com/p/151753603

[Done]小樣本學習方法(FSL)演變過程
https://zhuanlan.zhihu.com/p/149983811

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