资源介绍
深度学习领域的经典论文,主要由(hiton, lecun, bengio)三巨头完成,包括:
奠基:
DeepLearning_By_Three_Giant.pdf
Learning Representation By Back Propagation.pdf
Dropout- A Simple Way to Prevent Neural Networks from Overfitting.pdf
CNN:
ImageNet Classification with Deep Convolutional Neural Networks.pdf
Gradient-based learning applied to document recognition.pdf
应用相关论文:
Distributed Representations of Words and Phrases and their Compositionality.pdf
DeepWalk Online Learning of Social Representations.pdf
node2vec Scalable Feature Learning for Networks.pdf
Wide & Deep Learning for Recommender Systems.pdf
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