吴恩达(英文名:Andrew Ng,1976年生)
斯坦福大学计算机科学系和电气工程系的副教授,斯坦福人工智能实验室的主任。他还与达芙妮·科勒一起创建了在线教育平台Coursera。
2011年,吴恩达在Google创建了GoogleBrain项目,以通过分布式集群计算机开发超大规模的人工神经网络。2014年5月16日,吴恩达加入百度,负责“百度大脑”计划,并担任百度公司首席科学家。2017年3月20日,吴恩达宣布从百度辞职。
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机械鸡收录了到目前为止吴恩达教授的所有论文(1995-2017),文中因篇幅限制列出了2013-2017年吴发表的论文,获取完整版论文合集请回复关键词“NG”获取下载链接。
Data Noising as Smoothing inNeural Network Language Models
PDF地址:https://arxiv.org/pdf/1703.02573.pdf
Deep Voice: Real-time NeuralText-to-Speech
PDF地址:https://arxiv.org/pdf/1702.07825.pdf
Autonomous Aerobatic Airplane Control with Reinforcement Learning
PDF地址:http://cs229.stanford.edu/proj2016/report/BecdelievrePouletBevillard-AerobaticsAircraftControllerwithReinforcementLearning-report.pdf
Deep Learning: What's Next
PDF地址:http://trust.sce.ntu.edu.sg/aamas16/pdfs/p1.pdf
Neural Language Correction withCharacter-Based Attention
PDF地址:https://arxiv.org/pdf/1603.09727.pdf
Speech Is 3x Faster than Typing forEnglish and Mandarin Text Entry on Mobile Devices
PDF地址:https://arxiv.org/pdf/1608.07323.pdf
Unsupervised deep learning applied tobreast density segmentation and mammographic risk scoring
PDF地址:http://image.diku.dk/igel/paper/UDLAtBDSaMRS.pdf
An Empirical Evaluation of DeepLearning on Highway Driving
PDF地址:https://arxiv.org/pdf/1504.01716.pdf
Building DNN Acoustic Models forLarge Vocabulary Speech Recognition
PDF地址:https://arxiv.org/pdf/1406.7806.pdf
Deep Speech 2: End-to-End SpeechRecognition in English and Mandarin
PDF地址:https://arxiv.org/pdf/1512.02595.pdf
Driverseat: Crowdstrapping LearningTasks for Autonomous Driving
PDF地址:https://arxiv.org/pdf/1512.01872.pdf
End-to-end people detection incrowded scenes
PDF地址:http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Stewart_End-To-End_People_Detection_CVPR_2016_paper.pdf
Lexicon-Free Conversational SpeechRecognition with Neural Networks
PDF地址:http://www.aclweb.org/anthology/N15-1038
Deep Speech: Scaling up end-to-endspeech recognition
PDF地址:https://arxiv.org/pdf/1412.5567.pdf
First-Pass Large VocabularyContinuous Speech Recognition using Bi-Directional Recurrent DNNs
PDF地址:https://arxiv.org/pdf/1408.2873.pdf
Grounded Compositional Semantics forFinding and Describing Images with Sentences
PDF地址:http://www.anthology.aclweb.org/Q/Q14/Q14-1017.pdf
Increasing Deep Neural NetworkAcoustic Model Size for Large Vocabulary Continuous Speech Recognition
PDF地址:https://core.ac.uk/download/pdf/25038772.pdf
Mechatronic design of an integratedrobotic hand
地址:http://journals.sagepub.com/doi/abs/10.1177/0278364913515032?journalCode=ijra(无PDF)
OfferingVerified Credentials in Massive Open Online Courses: MOOCs and technology toadvance learning and learning research (Ubiquity symposium)
PDF地址:http://ai.stanford.edu/~amaas/papers/amaas_mooc_verified.pdf
Arrangement and method forthree-dimensional depth image construction
PDF地址:http://www.freepatentsonline.com/8472699.pdf
Deep learning for class-generic objectdetection
PDF地址:https://arxiv.org/pdf/1312.6885.pdf
Deep learning with COTS HPCsystems
PDF地址:http://web.stanford.edu/~dwu4/ICML2013.pdf
Learning New Facts From Knowledge Bases With NeuralTensor Networks and Semantic Word Vectors
PDF地址:https://arxiv.org/pdf/1301.3618.pdf
PEGASUS: A Policy SearchMethod for Large MDPs and POMDPs
pdf地址:http://people.eecs.berkeley.edu/~pabbeel/cs287-fa09/readings/NgJordan-Pegasus-UAI2000.pdf
Parsing with Compositional VectorGrammars
PDF地址:http://anthology.aclweb.org/P/P13/P13-1045.pdf
RECURRENT NEURAL NETWORK FEATURE ENHANCEMENT: THE 2ndCHIME CHALLENGE
PDF地址:http://stanford.edu/~awni/papers/drdae_chime2013_final.pdf
Rectifier Nonlinearities Improve Neural NetworkAcoustic Models
PDF地址:http://web.stanford.edu/~awni/papers/relu_hybrid_icml2013_final.pdf
Reasoning With Neural Tensor Networks forKnowledge Base Completion
PDF地址:http://cs.stanford.edu/people/danqi/papers/nips2013.pdf
Tuned Models of Peer Assessment inMOOCs
PDF地址:https://arxiv.org/pdf/1307.2579.pdf
The Online Revolution: Education forEveryone
PDF地址:https://cn.aminer.org/upload/pdf/1104/996/1346/5528fdda45cecbb322b368f3.pdf
Zero-Shot Learning ThroughCross-Modal Transfer
PDF地址:https://arxiv.org/pdf/1301.3666.pdf
整理:银月子爵
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