Aaron van den Oord
- Neural Discrete Representation Learning
2017/11/02 by Aäron van den Oord, Aaron van den Oord, Oriol Vinyals +4 · 2 voices · 1114 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #cs.LG
- Representation Learning with Contrastive Predictive Coding
2018/07/10 by Aäron van den Oord, Aaron van den Oord, Oord, Aaron van den +4 · 1199 citations
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Speech Recognition and Synthesis #cs.LG #stat.ML
- Generating Diverse High-Fidelity Images with VQ-VAE-2
2019/06/02 by Ali Razavi, Razavi, Ali, Aaron van den Oord +4 · 2 voices · 225 citations
Computer Science · Mathematics · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
- Data-Efficient Image Recognition with Contrastive Predictive Coding
2019/05/22 by Olivier J. Hénaff, Aravind Srinivas, Hénaff, Olivier J. +12 · 2 voices · 189 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
- WaveNet: A Generative Model for Raw Audio
2016/09/12 by Aäron van den Oord, Aaron van den Oord, Oord, Aaron van den +17 · 1 voice · 307 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #cs.LG #cs.SD
- Conditional Image Generation with PixelCNN Decoders
2016/06/16 by Aaron van den Oord, Aäron van den Oord, Oord, Aaron van den +10 · 253 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) #cs.CV #cs.LG
- Pixel Recurrent Neural Networks
2016/01/25 by Aäron van den Oord, Aaron van den Oord, Oord, Aaron van den +4 · 238 citations
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques #cs.CV #cs.LG #cs.NE
- Count-Based Exploration with Neural Density Models
2017/03/03 by Georg Ostrovski, Marc G. Bellemare, Ostrovski, Georg +7 · 1 voice · 50 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI
- Neural Machine Translation in Linear Time
2016/10/31 by Nal Kalchbrenner, Kalchbrenner, Nal, Lasse Espeholt +11 · 2 voices · 14 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- On Variational Bounds of Mutual Information
2019/05/16 by Ben Poole, Sherjil Ozair, Poole, Ben +8 · 106 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #cs.LG #stat.ML
- Wasserstein Dependency Measure for Representation Learning
2019/03/28 by Sherjil Ozair, Corey Lynch, Ozair, Sherjil +10 · 1 voice · 13 citations
Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #cs.LG #stat.ML
- Efficient Neural Audio Synthesis
2018/02/23 by Nal Kalchbrenner, Erich Elsen, Kalchbrenner, Nal +18 · 44 citations
Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering
- Video Pixel Networks
2016/10/03 by Nal Kalchbrenner, Aäron van den Oord, Kalchbrenner, Nal +12 · 1 voice · 10 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Artificial intelligence #Artificial neural network #Benchmark (surveying) #Cartography #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #ENCODE #Engineering #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Geography #Ground truth #Human Pose and Action Recognition #Joint (building) #MNIST database #Machine Learning (cs.LG) #Pattern recognition (psychology) #Pixel #Probabilistic logic #cs.CV #cs.LG
- Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
2018/02/15 by Jonathan Uesato, Brendan O'Donoghue, Uesato, Jonathan +7 · 22 citations
Computer Science · Mathematics · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #cs.CR #cs.LG #stat.ML
- Parallel WaveNet: Fast High-Fidelity Speech Synthesis
2017/11/28 by Aäron van den Oord, Aaron van den Oord, Yazhe Li +43 · 13 citations
Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #cs.LG
- Shaping Belief States with Generative Environment Models for RL
2019/06/21 by Karol Gregor, Danilo Jimenez Rezende, Gregor, Karol +11 · 5 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
- Associative Compression Networks for Representation Learning
2018/04/06 by Alex Graves, Graves, Alex, Jacob Menick +4 · 7 citations
Computer Science · Mathematics · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #cs.LG #cs.NE #stat.ML