AG
Alex Graves
cs.LGcs.NEstat.MLcs.CVcs.AIcs.CLArtificial IntelligencebioinformaticsReinforcement, PsychologyClassification
On Valency
published · living versionsW_byxee644·v1 · currentpublished
Video Pixel Networks
with Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan, Ivo Danihelka +2
1 version
W_5b6sj8km·v1published
W_hacnwnyg·v1published
W_k98pvudy·v1published
W_6bcg7434·v1published
W_2wg6hmz9·v1published
Preprints & journals
32 papers in the corpus · 2005–2025AbBFN2: A flexible antibody foundation model based on Bayesian Flow Networks10.1101/2025.04.29.651170v1 · Guloglu, B., Braganca, M., Graves, A. et al.2025 · 2 citationsbioRxiv
Protein sequence modelling with Bayesian flow networks.40180946 · Atkinson, Timothy, Barrett, Thomas D, Cameron, Scott et al.2025 · 13 citationsNature communications. 2025;16(1):3197
Bayesian Flow Networks2308.07037v6 · Alex Graves, Rupesh Kumar Srivastava, Timothy Atkinson et al.2023 · 8 citationsarXiv
A Practical Sparse Approximation for Real Time Recurrent Learning2006.07232v1 · Jacob Menick, Erich Elsen, Utku Evci et al.2020 · 9 citationsarXiv
Associative Compression Networks for Representation Learning1804.02476v2 · Alex Graves, Jacob Menick, Aaron van den Oord2018 · 13 citationsarXiv
The Kanerva Machine: A Generative Distributed Memory1804.01756v3 · Yan Wu, Greg Wayne, Alex Graves et al.2018 · 23 citationsarXiv
Parallel WaveNet: Fast High-Fidelity Speech Synthesis1711.10433v1 · Aaron van den Oord, Yazhe Li, Igor Babuschkin et al.2017 · 518 citationsarXiv
Noisy Networks for Exploration1706.10295v3 · Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot et al.2017 · 665 citationsarXiv
Automated Curriculum Learning for Neural Networks1704.03003v1 · Alex Graves, Marc G. Bellemare, Jacob Menick et al.2017 · 237 citationsarXiv
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes1610.09027v1 · Jack W Rae, Jonathan J Hunt, Tim Harley et al.2016 · 77 citationsarXiv
Hybrid computing using a neural network with dynamic external memory.27732574 · Graves, Alex, Wayne, Greg, Reynolds, Malcolm et al.2017 · 1,410 citationsNature. 2016;538(7626):471-476
Video Pixel Networks1610.00527v1 · Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan et al.2016 · 171 citationsarXivon Valency
Decoupled Neural Interfaces using Synthetic Gradients1608.05343v2 · Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero et al.2016 · 152 citationsarXiv
Stochastic Backpropagation through Mixture Density Distributions1607.05690v1 · Alex Graves2016 · 33 citationsarXiv
Conditional Image Generation with PixelCNN Decoders1606.05328v2 · Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals et al.2016 · 1,833 citationsarXiv
Strategic Attentive Writer for Learning Macro-Actions1606.04695v1 · Alexander (Sasha) Vezhnevets, Volodymyr Mnih, John Agapiou et al.2016 · 99 citationsarXiv
Memory-Efficient Backpropagation Through Time1606.03401v1 · Audrūnas Gruslys, Remi Munos, Ivo Danihelka et al.2016 · 124 citationsarXiv
Adaptive Computation Time for Recurrent Neural Networks1603.08983v6 · Alex Graves2016 · 335 citationsarXiv
Associative Long Short-Term Memory1602.03032v2 · Ivo Danihelka, Greg Wayne, Benigno Uria et al.2016 · 153 citationsarXiv
Asynchronous Methods for Deep Reinforcement Learning1602.01783v2 · Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza et al.2016 · 7,131 citationsICML 2016on Valency
Grid Long Short-Term Memory1507.01526v3 · Nal Kalchbrenner, Ivo Danihelka, Alex Graves2015 · 275 citationsarXiv
Human-level control through deep reinforcement learning.25719670 · Mnih, Volodymyr, Kavukcuoglu, Koray, Silver, David et al.2015 · 30,223 citationsNature. 2015;518(7540):529-33
DRAW: A Recurrent Neural Network For Image Generation1502.04623v2 · Karol Gregor, Ivo Danihelka, Alex Graves et al.2015 · 1,482 citationsarXivon Valency
Neural Turing Machines1410.5401v2 · Alex Graves, Greg Wayne, Ivo Danihelka2014 · 1,057 citationsarXiv
Recurrent Models of Visual Attention1406.6247v1 · Volodymyr Mnih, Nicolas Heess, Alex Graves et al.2014 · 3,288 citationsarXiv
Playing Atari with Deep Reinforcement Learning1312.5602v1 · Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al.2013 · 9,472 citationsarXivon Valency
Speech Recognition with Deep Recurrent Neural Networks1303.5778v1 · Alex Graves, Abdel-rahman Mohamed, Geoffrey Hinton2013 · 8,911 citationsarXiv
Sequence Transduction with Recurrent Neural Networks1211.3711v1 · Alex Graves2012 · 1,320 citationsarXivon Valency
Parameter-exploring policy gradients.20061118 · Sehnke, Frank, Osendorfer, Christian, Rückstiess, Thomas et al.2010 · 237 citationsNeural networks : the official journal of the International Neural Network Society. 2010;23(4):551-9
Phoneme recognition in TIMIT with BLSTM-CTC0804.3269v1 · Santiago Fern'andez, Alex Graves, Juergen Schmidhuber2008 · 30 citationsarXiv
Multi-Dimensional Recurrent Neural Networks0705.2011v1 · Alex Graves, Santiago Fernandez, Juergen Schmidhuber2007 · 317 citationsarXiv
Framewise phoneme classification with bidirectional LSTM and other neural network architectures.16112549 · Graves, Alex, Schmidhuber, Jürgen2005 · 5,872 citationsNeural networks : the official journal of the International Neural Network Society. 2005;18(5-6):602-10
Career total: 79 works. 32 are in this corpus.
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