图像识别基础数据集
ImageNet: A Large-Scale Hierarchical Image Database, CVPR 2009.
ImageNet Classification with Deep Convolutional Neural Networks, NIPS 2012.
机器视觉基础
DeepFace: Closing the Gap to Human-Level Performance in Face Verification, CVPR 2014.
第一次 第一次： Speech Recognition
Deep Speech 2 End-to-End Speech Recognition in English and Mandarin, JMLR 2016.
第二次 第二次： TTS (Text To Speech)
DeepVoice: Real-Time Neural Text-to-Speech
第二次 第二次： Recommender System
[x] Covington P, Adams J, Sargin E. Deep neural networks for youtube recommendations, ACM Recsys, 2016.
第三次 第三次： Machine Translation
[x] Sutskever, I., Vinyals, O. & Le, Q. V. Sequence to sequence learning with neural networks. In Proc. Advances in Neural Information Processing Systems 27, 3104–3112 (2014).
第三次 第三次： Reinforcement Learning
Learning Locomotion Skills Using DeepRL: Does the Choice of Action Space Matter?