Andrew Ng 吳恩達近期論文整理
Andrew Ng 個人主頁, http://www.andrewng.org/, 其團隊近期論文整理如下:
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
Deep Learning: What‘s Next
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
OfferingVerified Credentials in Massive Open Online Courses: MOOCs and technology toadvance learning and learning research (Ubiquity symposium)
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
The Online Revolution: Education forEveryone
Zero-Shot Learning ThroughCross-Modal Transfer
Andrew Ng 吳恩達近期論文整理