Alex Graves
- Neural Turing Machines
2014/10/20 by Alex Graves, Greg Wayne, Graves, Alex +3 · 11 voices · 76 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #cs.NE
- Playing Atari with Deep Reinforcement Learning
2013/12/19 by Volodymyr Mnih, Koray Kavukcuoglu, Mnih, Volodymyr +11 · 5 voices · 325 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #Reinforcement Learning in Robotics #cs.LG
- Asynchronous Methods for Deep Reinforcement Learning
2016/02/04 by Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza +5 · 4 voices · 157 citations
#cs.LG
- Bayesian Flow Networks
2023/08/14 by Alex Graves, Rupesh Kumar Srivastava, Graves, Alex +5 · 4 voices · 13 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
- DRAW: A Recurrent Neural Network For Image Generation
2015/02/16 by Karol Gregor, Ivo Danihelka, Gregor, Karol +7 · 2 voices · 72 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques #cs.CV #cs.LG #cs.NE
- Noisy Networks for Exploration
2017/06/30 by Meire Fortunato, Mohammad Gheshlaghi Azar, Fortunato, Meire +22 · 2 voices · 40 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Advanced Bandit Algorithms Research
- Decoupled Neural Interfaces using Synthetic Gradients
2016/08/18 by Max Jaderberg, Wojciech Marian Czarnecki, Jaderberg, Max +11 · 2 voices · 19 citations
Computer Science · Engineering · #cs.LG
- Sequence Transduction with Recurrent Neural Networks
2012/11/14 by Alex Graves, Graves, Alex · 118 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Topic Modeling
- Conditional Image Generation with PixelCNN Decoders
2016/06/16 by Aäron van den Oord, Oord, Aaron van den, Nal Kalchbrenner +9 · 113 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Adaptive Computation Time for Recurrent Neural Networks
2016/03/29 by Alex Graves, Graves, Alex · 58 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- Recurrent Models of Visual Attention
2014/06/24 by Volodymyr Mnih, Mnih, Volodymyr, Nicolas Heess +5 · 1 voice · 12 citations
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
- Speech Recognition with Deep Recurrent Neural Networks
2013/03/22 by Alex Graves, Abdelrahman Mohamed, Graves, Alex +3 · 27 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis
- Memory-Efficient Backpropagation Through Time
2016/06/10 by Audrūnas Gruslys, Gruslys, Audrūnas, Remi Munos +8 · 1 voice · 8 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Algorithms #Neural Networks and Applications #cs.LG #cs.NE
- Automated Curriculum Learning for Neural Networks
2017/04/10 by Alex Graves, Marc G. Bellemare, Graves, Alex +7 · 29 citations
Computer Science · Decision Sciences · #Machine Learning and Algorithms #Advanced Bandit Algorithms Research #Machine Learning and Data Classification
- Framewise phoneme classification with bidirectional LSTM and other neural network architectures
2005/07/01 by Alex Graves, Jürgen Schmidhuber · 16 citations
- Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
2016/10/27 by Jack W. Rae, Jack W Rae, Rae, Jack W +16 · 1 voice · 3 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #cs.LG
- Parallel WaveNet: Fast High-Fidelity Speech Synthesis
2017/11/28 by Aäron van den Oord, Oord, Aaron van den, Yazhe Li +40 · 6 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
- The Kanerva Machine: A Generative Distributed Memory
2018/04/05 by Yan Wu, Wu, Yan, Greg Wayne +5 · 1 voice · 2 citations
Computer Science · #stat.ML #cs.AI #cs.LG #cs.NE
- Strategic Attentive Writer for Learning Macro-Actions
2016/06/15 by Alexander -, Alexander, Volodymyr Mnih +12 · 9 citations
Computer Science · Psychology · #Artificial Intelligence in Games #Teaching and Learning Programming #Educational Games and Gamification
- Associative Compression Networks for Representation Learning
2018/04/06 by Alex Graves, Jacob Menick, Graves, Alex +3 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Face recognition and analysis