dragen1860 / awesome-meta-learning Goto Github PK
View Code? Open in Web Editor NEWA curated list of Meta-Learning resources/papers.
A curated list of Meta-Learning resources/papers.
A paper on gradient-based meta-learning
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace
Yoonho Lee, Seungjin Choi
ICML 2018
paper: https://arxiv.org/abs/1801.05558
code: https://github.com/yoonholee/MT-net
Hello! @dragen1860,
First of all, I congratulate you for this nice repository. I would like to recommend to sort paper by years, I may think the view of repository will be better.
Papers and Code
2017
2018
2019
I also find this interesting paper that was accepted as a poster at ICLR2019:
Learning to Adapt in Dynamic, Real-World Environments Through Meta-Reinforcement Learning
https://arxiv.org/abs/1803.11347
https://sites.google.com/berkeley.edu/metaadaptivecontrol
Thanks in advance!
A meta-learning paper on VQA and image captioning:
Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering
Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu. ACM MM 2018
PDF : http://xuanyidong.com/pdf/FPAIT-MM-18.pdf
CODE : https://github.com/D-X-Y/FPAIT
In ReadMe, "Learning to Compare: Relation Network for Few-Shot Learning" is accepted to CVPR 2018 instead of CVPR 2017.
A meta-learning paper on VQA and image captioning:
Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering
Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu. ACM MM 2018
PDF : http://xuanyidong.com/pdf/FPAIT-MM-18.pdf
CODE : https://github.com/D-X-Y/FPAIT
In ReadMe, "Learning to Compare: Relation Network for Few-Shot Learning" is accepted to CVPR 2018 instead of CVPR 2017.
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