Andrew Ng 吴恩达近期论文整理
Andrew Ng 个人主页, http://www.andrewng.org/, 其团队近期论文整理如下:
2018年:
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction
2017 年:
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks
Data Noising as Smoothing inNeural Network Language Models
Deep Voice: Real-time NeuralText-to-Speech
2016年:
Autonomous Aerobatic Airplane Control with Reinforcement Learning
Neural Language Correction withCharacter-Based Attention
Speech Is 3x Faster than Typing forEnglish and Mandarin Text Entry on Mobile Devices
Unsupervised deep learning applied tobreast density segmentation and mammographic risk scoring
2015年:
An Empirical Evaluation of DeepLearning on Highway Driving
Building DNN Acoustic Models forLarge Vocabulary Speech Recognition
Deep Speech 2: End-to-End SpeechRecognition in English and Mandarin
Driverseat: Crowdstrapping LearningTasks for Autonomous Driving
Lexicon-Free Conversational SpeechRecognition with Neural Networks
2014年:
Deep Speech: Scaling up end-to-endspeech recognition
First-Pass Large VocabularyContinuous Speech Recognition using Bi-Directional Recurrent DNNs
Grounded Compositional Semantics forFinding and Describing Images with Sentences
Increasing Deep Neural NetworkAcoustic Model Size for Large Vocabulary Continuous Speech Recognition
2013年:
Arrangement and method forthree-dimensional depth image construction
Deep learning for class-generic objectdetection
Deep learning with COTS HPCsystems
Learning New Facts From Knowledge Bases With NeuralTensor Networks and Semantic Word Vectors
Parsing with Compositional VectorGrammars
Tuned Models of Peer Assessment inMOOCs