← Authors

Alex Graves

19 papers · 2007–2021 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (14) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (37) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🌱 Topic Pioneer πŸ‘₯ Mega-Team (22) 🧬 Topic Evolution πŸ† Keyword Champion πŸ—ƒοΈ Keyword Collector (88) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (19) πŸ”₯ Unstoppable (5) ⚑ Prolific Year (6)

Conferences

ICML (8) NIPS (8) ICLR (3)

Top co-authors

Koray Kavukcuoglu (8) Oriol Vinyals (5) Ivo Danihelka (5) Nal Kalchbrenner (4) Volodymyr Mnih (4) Karen Simonyan (3) Simon Osindero (3) RΓ©mi Munos (3) Jacob Menick (3) Timothy Lillicrap (3)

Research topics

Computer Vision (1)

Keywords

recurrent neural network (8) handwriting recognition (2) connectionist temporal classification (2) language modeling (2) image classification (2) speech recognition (2) reinforcement learning (2) neural network optimization (2) bayesian inference (1) speech synthesis (1) variational inference (1) attention mechanism (1) video generation (1) model architecture (1) image generation (1) deep learning (1) curriculum learning (1) network pruning (1) neural architecture (1) sequence labeling (1)

Papers

Practical Real Time Recurrent Learning with a Sparse Approximation ICLR 2021
Parallel WaveNet: Fast High-Fidelity Speech Synthesis ICML 2018
The Kanerva Machine: A Generative Distributed Memory ICLR 2018
Noisy Networks For Exploration ICLR 2018
Automated Curriculum Learning for Neural Networks ICML 2017
Decoupled Neural Interfaces using Synthetic Gradients ICML 2017
Video Pixel Networks ICML 2017
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes NIPS 2016
Memory-Efficient Backpropagation Through Time NIPS 2016
Asynchronous Methods for Deep Reinforcement Learning ICML 2016
Conditional Image Generation with PixelCNN Decoders NIPS 2016
Strategic Attentive Writer for Learning Macro-Actions NIPS 2016
Associative Long Short-Term Memory ICML 2016
DRAW: A Recurrent Neural Network For Image Generation ICML 2015
Recurrent Models of Visual Attention NIPS 2014
Towards End-To-End Speech Recognition with Recurrent Neural Networks ICML 2014
Practical Variational Inference for Neural Networks NIPS 2011
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks NIPS 2008
Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks NIPS 2007