Sander Dieleman
Sander Dieleman
Research Scientist, DeepMind
Verified email at - Homepage
TitleCited byYear
Mastering the game of Go with deep neural networks and tree search
D Silver, A Huang, CJ Maddison, A Guez, L Sifre, G Van Den Driessche, ...
nature 529 (7587), 484, 2016
WaveNet: A Generative Model for Raw Audio
A van den Oord, S Dieleman, H Zen, K Simonyan, O Vinyals, A Graves, ...
arXiv preprint arXiv:1609.03499, 2016
Deep content-based music recommendation
A Van den Oord, S Dieleman, B Schrauwen
Advances in neural information processing systems, 2643-2651, 2013
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
Rotation-invariant convolutional neural networks for galaxy morphology prediction
S Dieleman, KW Willett, J Dambre
Monthly notices of the royal astronomical society 450 (2), 1441-1459, 2015
Lasagne: first release
S Dieleman, J Schlüter, C Raffel, E Olson, SK Sønderby, D Nouri, ...
Zenodo: Geneva, Switzerland 3, 2015
End-to-end learning for music audio
S Dieleman, B Schrauwen
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
Parallel wavenet: Fast high-fidelity speech synthesis
A Oord, Y Li, I Babuschkin, K Simonyan, O Vinyals, K Kavukcuoglu, ...
arXiv preprint arXiv:1711.10433, 2017
Neural audio synthesis of musical notes with wavenet autoencoders
J Engel, C Resnick, A Roberts, S Dieleman, M Norouzi, D Eck, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Sign language recognition using convolutional neural networks
L Pigou, S Dieleman, PJ Kindermans, B Schrauwen
European Conference on Computer Vision, 572-578, 2014
Exploiting cyclic symmetry in convolutional neural networks
S Dieleman, J De Fauw, K Kavukcuoglu
arXiv preprint arXiv:1602.02660, 2016
Audio-based music classification with a pretrained convolutional network
S Dieleman, P Brakel, B Schrauwen
12th International Society for Music Information Retrieval Conference (ISMIR …, 2011
Beyond temporal pooling: Recurrence and temporal convolutions for gesture recognition in video
L Pigou, A Van Den Oord, S Dieleman, M Van Herreweghe, J Dambre
International Journal of Computer Vision 126 (2-4), 430-439, 2018
Efficient neural audio synthesis
N Kalchbrenner, E Elsen, K Simonyan, S Noury, N Casagrande, ...
arXiv preprint arXiv:1802.08435, 2018
Multiscale approaches to music audio feature learning
S Dieleman, B Schrauwen
14th International Society for Music Information Retrieval Conference (ISMIR …, 2013
Transfer learning by supervised pre-training for audio-based music classification
A Van Den Oord, S Dieleman, B Schrauwen
Conference of the International Society for Music Information Retrieval …, 2014
The challenge of realistic music generation: modelling raw audio at scale
S Dieleman, A van den Oord, K Simonyan
Advances in Neural Information Processing Systems, 7989-7999, 2018
Oger: modular learning architectures for large-scale sequential processing
D Verstraeten, B Schrauwen, S Dieleman, P Brakel, P Buteneers, ...
Journal of Machine Learning Research 13 (Oct), 2995-2998, 2012
Training restricted Boltzmann machines with multi-tempering: harnessing parallelization
P Brakel, S Dieleman, B Schrauwen
International Conference on Artificial Neural Networks, 92-99, 2012
Enabling factorized piano music modeling and generation with the MAESTRO dataset
C Hawthorne, A Stasyuk, A Roberts, I Simon, CZA Huang, S Dieleman, ...
arXiv preprint arXiv:1810.12247, 2018
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