Alex Graves
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Computer Science
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(Suggest an Edit or Addition)Alex Graves's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Human-level control through deep reinforcement learning (2015) (19924)
- Playing Atari with Deep Reinforcement Learning (2013) (8672)
- Speech recognition with deep recurrent neural networks (2013) (7650)
- Asynchronous Methods for Deep Reinforcement Learning (2016) (6519)
- WaveNet: A Generative Model for Raw Audio (2016) (5665)
- Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks (2006) (4291)
- Framewise phoneme classification with bidirectional LSTM and other neural network architectures (2005) (3937)
- Generating Sequences With Recurrent Neural Networks (2013) (3517)
- Recurrent Models of Visual Attention (2014) (2937)
- Supervised Sequence Labelling with Recurrent Neural Networks (2012) (2048)
- Towards End-To-End Speech Recognition with Recurrent Neural Networks (2014) (1961)
- Conditional Image Generation with PixelCNN Decoders (2016) (1908)
- Neural Turing Machines (2014) (1834)
- DRAW: A Recurrent Neural Network For Image Generation (2015) (1791)
- A Novel Connectionist System for Unconstrained Handwriting Recognition (2009) (1733)
- Hybrid speech recognition with Deep Bidirectional LSTM (2013) (1463)
- Hybrid computing using a neural network with dynamic external memory (2016) (1362)
- Practical Variational Inference for Neural Networks (2011) (1287)
- Sequence Transduction with Recurrent Neural Networks (2012) (1273)
- Parallel WaveNet: Fast High-Fidelity Speech Synthesis (2017) (712)
- Bidirectional LSTM Networks for Improved Phoneme Classification and Recognition (2005) (697)
- Noisy Networks for Exploration (2017) (673)
- Supervised Sequence Labelling (2012) (498)
- Neural Machine Translation in Linear Time (2016) (497)
- Framewise phoneme classification with bidirectional LSTM networks (2005) (448)
- Adaptive Computation Time for Recurrent Neural Networks (2016) (396)
- Automated Curriculum Learning for Neural Networks (2017) (396)
- Video Pixel Networks (2016) (349)
- Grid Long Short-Term Memory (2015) (343)
- Decoupled Neural Interfaces using Synthetic Gradients (2016) (284)
- Multi-dimensional Recurrent Neural Networks (2007) (273)
- An Application of Recurrent Neural Networks to Discriminative Keyword Spotting (2007) (250)
- Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks (2007) (241)
- Parameter-exploring policy gradients (2010) (240)
- Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks (2008) (235)
- A novel approach to on-line handwriting recognition based on bidirectional long short-term memory networks (2007) (201)
- Long Short-Term Memory (2012) (195)
- Learning acoustic frame labeling for speech recognition with recurrent neural networks (2015) (177)
- Memory-Efficient Backpropagation Through Time (2016) (165)
- Strategic Attentive Writer for Learning Macro-Actions (2016) (155)
- Universal Onset Detection with Bidirectional Long Short-Term Memory Neural Networks (2010) (150)
- Associative Long Short-Term Memory (2016) (147)
- Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes (2016) (144)
- Connectionist Temporal Classification (2012) (131)
- On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues (2010) (127)
- Unconstrained Online Handwriting Recognition with Recurrent Neural Networks (2007) (97)
- Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks (2007) (92)
- Automatic diacritization of Arabic text using recurrent neural networks (2015) (92)
- Biologically Plausible Speech Recognition with LSTM Neural Nets (2004) (91)
- Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework (2010) (73)
- Policy Gradients with Parameter-Based Exploration for Control (2008) (70)
- Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks (2009) (69)
- Multidimensional Recurrent Neural Networks (2007) (64)
- Offline Arabic Handwriting Recognition with Multidimensional Recurrent Neural Networks (2010) (62)
- From speech to letters - using a novel neural network architecture for grapheme based ASR (2009) (53)
- Stochastic Backpropagation through Mixture Density Distributions (2016) (36)
- Phoneme recognition in TIMIT with BLSTM-CTC (2008) (35)
- Facial Expression Recognition with Recurrent Neural Networks (2008) (35)
- The Kanerva Machine: A Generative Distributed Memory (2018) (34)
- On Fast Deep Nets for AGI Vision (2011) (23)
- A Tandem BLSTM-DBN Architecture for Keyword Spotting with Enhanced Context Modeling (2009) (21)
- Neural Networks for Handwriting Recognition (2012) (19)
- Associative Compression Networks for Representation Learning (2018) (18)
- Rapid Retraining on Speech Data with LSTM Recurrent Networks. (2005) (18)
- A Practical Sparse Approximation for Real Time Recurrent Learning (2020) (17)
- RNN-based Learning of Compact Maps for Efficient Robot Localization (2007) (15)
- Multimodal Parameter-exploring Policy Gradients (2010) (15)
- Hierarchical Subsampling Networks (2012) (11)
- Classifying Unprompted Speech by Retraining LSTM Nets (2005) (11)
- Associative Compression Networks (2018) (10)
- A comparison between spiking and differentiable recurrent neural networks on spoken digit recognition (2004) (10)
- Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture (2009) (9)
- Practical Real Time Recurrent Learning with a Sparse Approximation (2021) (9)
- Visual Odometry using Convolutional Neural Networks (2017) (9)
- Towards End-to-End Speech Recognitionwith Recurrent Neural Networks (2014) (2)
- A Comparison of Network Architectures (2012) (2)
- Teaching Computers to Read and Write: Recent Advances in Cursive Handwriting Recognition and Synthesis with Recurrent Neural Networks (2014) (1)
- Automatic diacritization of Arabic text using recurrent neural networks (2015) (0)
- Plenary talks: Frontiers in recurrent neural network research (2017) (0)
- No . IDSIA-04-08 1 Phoneme recognition in TIMIT with BLSTM-CTC (2008) (0)
- Comparing LSTM Recurrent Networks with Spiking Recurrent Networks on the Recognition of Spoken Digits. (2003) (0)
- Symbolic Reasoning with Differentiable Neural Comput (2016) (0)
- Hidden Markov Model Hybrids (2012) (0)
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