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 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