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Computer Science 論文レビュー
Computer Science 分野の主要論文を動機・手法・結果に構造化した AI 論文レビュー一覧です。
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Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba
UvA-DARE (University of Amsterdam)
|
2014
|
84,466 citations
Very Deep Convolutional Networks for Large-Scale Image Recognition
Karen Simonyan, Andrew Zisserman
arXiv (Cornell University)
|
2014
|
75,407 citations
Scikit-learn: Machine Learning in Python
Fabián Pedregosa, Gaël Varoquaux, +17
arXiv (Cornell University)
|
2012
|
63,388 citations
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy
arXiv (Cornell University)
|
2015
|
24,246 citations
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Alexey Dosovitskiy, Lucas Beyer, +10
arXiv (Cornell University)
|
2020
|
21,341 citations
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, +2
arXiv (Cornell University)
|
2015
|
18,219 citations
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov, Kai Chen, +2
arXiv (Cornell University)
|
2013
|
18,070 citations
Distributed Representations of Words and Phrases and their Compositionality
Tomáš Mikolov, Ilya Sutskever, +3
arXiv (Cornell University)
|
2013
|
18,060 citations
PyTorch: An Imperative Style, High-Performance Deep Learning Library
Adam Paszke, Sam Gross, +19
arXiv (Cornell University)
|
2019
|
16,163 citations
Auto-Encoding Variational Bayes
Diederik P. Kingma, Max Welling
UvA-DARE (University of Amsterdam)
|
2013
|
15,549 citations
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