Alex Graves

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

Achievements

+14 more ↓

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3)

🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (37) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🌱 Topic Pioneer 👥 Mega-Team (22) 🧬 Topic Evolution 🏆 Keyword Champion 🗃️ Keyword Collector (88) 🚀 Conference Pioneer 📈 Trend Setter 💎 Century Club (19) 🔥 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) Rémi 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