Adam Coates

发表

Approximate Dynamic Programming

Geoffrey I. Webb, Stephen Grossberg, Mauro Birattari, 2011 .

Time Complexity of Sensor-Based Vehicle Routing

Sebastian Thrun, Pieter Abbeel, Andrew Y. Ng, 2005 .

Autonomous Helicopter Tracking and Localization Using a Self-surveying Camera Array

Sebastian Thrun, Andrew Y. Ng, Surya P. N. Singh, 2007, Int. J. Robotics Res..

Autonomous Helicopter Flight Using Reinforcement Learning

Pieter Abbeel, Andrew Y. Ng, Adam Coates, 2010, Encyclopedia of Machine Learning.

Autonomous Helicopter Flight Using Reinforcement Learning

Pieter Abbeel, Andrew Y. Ng, Adam Coates, 2010, Encyclopedia of Machine Learning.

Lookahead Convolution Layer for Unidirectional Recurrent Neural Networks

Chong Wang, Tony X. Han, Dani Yogatama, 2016 .

TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer

A. Coates, Mike Chrzanowski, G. Diamos, 2018, ICLR.

Deep Learning for Machine Vision

Adam Coates, Adam Coates, 2013, BMVC.

Reading Digits in Natural Images with Unsupervised Feature Learning

Andrew Y. Ng, Adam Coates, Alessandro Bissacco, 2011 .

Deep Voice: Real-time Neural Text-to-Speech

Adam Coates, Sercan O. Arik, Gregory Diamos, 2017, ICML.

Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin pdf

Chong Wang, Xiangang Li, Yi Wang, 2015, ICML.

Deep Speech: Scaling up end-to-end speech recognition pdf

Erich Elsen, Andrew Y. Ng, Adam Coates, 2014, ArXiv.

Adaptive Control Processes

Sanjoy Dasgupta, Hannu Toivonen, Pieter Abbeel, 2010, Encyclopedia of Machine Learning and Data Mining.

An Analysis of Single-Layer Networks in Unsupervised Feature Learning

Honglak Lee, Andrew Y. Ng, Adam Coates, 2011, AISTATS.

Autonomous Helicopter Aerobatics through Apprenticeship Learning

Pieter Abbeel, Andrew Y. Ng, Adam Coates, 2010, Int. J. Robotics Res..

Deep learning with COTS HPC systems

Tao Wang, Andrew Y. Ng, David J. Wu, 2013, ICML.

End-to-end text recognition with convolutional neural networks

Tao Wang, Andrew Y. Ng, David J. Wu, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Apprenticeship learning for helicopter control

Pieter Abbeel, Andrew Y. Ng, Adam Coates, 2009, CACM.

Active Learning for Speech Recognition: the Power of Gradients pdf

Hairong Liu, Adam Coates, Jiaji Huang, 2016, ArXiv.

Deep Generative and Discriminative Domain Adaptation

Geoffrey J. Gordon, A. Coates, Zhenyao Zhu, 2019, AAMAS.

Text Detection and Character Recognition in Scene Images with Unsupervised Feature Learning

Andrew Y. Ng, Tao Wang, David J. Wu, 2011, 2011 International Conference on Document Analysis and Recognition.

Autonomous Inverted Helicopter Flight via Reinforcement Learning

Ben Tse, Andrew Y. Ng, Adam Coates, 2004, ISER.

On optimization methods for deep learning

Quoc V. Le, Jiquan Ngiam, Andrew Y. Ng, 2011, ICML.

An Application of Reinforcement Learning to Aerobatic Helicopter Flight

Pieter Abbeel, Andrew Y. Ng, Morgan Quigley, 2006, NIPS.

Selecting Receptive Fields in Deep Networks

Andrew Y. Ng, Adam Coates, A. Ng, 2011, NIPS.

Space-indexed dynamic programming: learning to follow trajectories

Yi Gu, Andrew Y. Ng, J. Zico Kolter, 2008, ICML '08.

Learning Feature Representations with K-Means

Andrew Y. Ng, Adam Coates, A. Ng, 2012, Neural Networks: Tricks of the Trade.

Cold Fusion: Training Seq2Seq Models Together with Language Models pdf

Adam Coates, Heewoo Jun, Sanjeev Satheesh, 2017, INTERSPEECH.

The Importance of Encoding Versus Training with Sparse Coding and Vector Quantization

Andrew Y. Ng, Adam Coates, A. Ng, 2011, ICML.

Discriminative Training of Kalman Filters

Sebastian Thrun, Pieter Abbeel, Andrew Y. Ng, 2005, Robotics: Science and Systems.

An Empirical Evaluation of Deep Learning on Highway Driving pdf

Fernando A. Mujica, Andrew Y. Ng, Brody Huval, 2015, ArXiv.

Exploring neural transducers for end-to-end speech recognition

Hairong Liu, Adam Coates, Eric Battenberg, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Multi-camera object detection for robotics

Andrew Y. Ng, Adam Coates, A. Ng, 2010, 2010 IEEE International Conference on Robotics and Automation.

Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting pdf

Sercan Ömer Arik, Adam Coates, Ryan Prenger, 2017, INTERSPEECH.

Autonomous sign reading for semantic mapping

Andrew Y. Ng, Adam Coates, Bipin Suresh, 2011, 2011 IEEE International Conference on Robotics and Automation.

Scalable learning for object detection with GPU hardware

Quoc V. Le, Andrew Y. Ng, Paul Baumstarck, 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Persistent RNNs: Stashing Recurrent Weights On-Chip

Erich Elsen, Adam Coates, Greg Diamos, 2016, ICML.

Principled Hybrids of Generative and Discriminative Domain Adaptation pdf

Han Zhao, Geoffrey J. Gordon, Adam Coates, 2017, ArXiv.

Area Under Curve

Sanjoy Dasgupta, Hannu Toivonen, Pieter Abbeel, 2020, Encyclopedia of Machine Learning.

COLD FUSION: TRAINING SEQ2SEQ MODELS TO-

S. Satheesh, Heewoo Jun, Anuroop Sriram, 2017 .

Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin

A. Ng, Dario Amodei, P. LeGresley, 2015, ICML.

Learning for control from multiple demonstrations

Pieter Abbeel, Andrew Y. Ng, Adam Coates, 2008, ICML '08.

Emergence of Object-Selective Features in Unsupervised Feature Learning

Andrew Y. Ng, Adam Coates, Andrej Karpathy, 2012, NIPS.

Autonomous Autorotation of an RC Helicopter

Pieter Abbeel, Andrew Y. Ng, Adam Coates, 2008, ISER.

Agent

Alexander L. Strehl, Geoffrey I. Webb, Chris Drummond, 2010, Encyclopedia of Machine Learning.

Deep learning for class-generic object detection pdf

Andrew Y. Ng, Brody Huval, Adam Coates, 2013, ICLR.