Dieleman, Sander

16 publications

ICMLW 2023 Categorical SDEs with Simplex Diffusion Pierre Harvey Richemond, Sander Dieleman, Arnaud Doucet

ICML 2023 Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC Yilun Du, Conor Durkan, Robin Strudel, Joshua B. Tenenbaum, Sander Dieleman, Rob Fergus, Jascha Sohl-Dickstein, Arnaud Doucet, Will Sussman Grathwohl

ICML 2022 General-Purpose, Long-Context Autoregressive Modeling with Perceiver AR Curtis Hawthorne, Andrew Jaegle, Cătălina Cangea, Sebastian Borgeaud, Charlie Nash, Mateusz Malinowski, Sander Dieleman, Oriol Vinyals, Matthew Botvinick, Ian Simon, Hannah Sheahan, Neil Zeghidour, Jean-Baptiste Alayrac, Joao Carreira, Jesse Engel

ICLR 2021 End-to-End Adversarial Text-to-Speech Jeff Donahue, Sander Dieleman, Mikolaj Binkowski, Erich Elsen, Karen Simonyan

ICML 2021 Generating Images with Sparse Representations Charlie Nash, Jacob Menick, Sander Dieleman, Peter Battaglia

ICLR 2020 High Fidelity Speech Synthesis with Adversarial Networks Mikołaj Bińkowski, Jeff Donahue, Sander Dieleman, Aidan Clark, Erich Elsen, Norman Casagrande, Luis C. Cobo, Karen Simonyan

NeurIPS 2020 Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac, Adria Recasens, Rosalia Schneider, Relja Arandjelović, Jason Ramapuram, Jeffrey De Fauw, Lucas Smaira, Sander Dieleman, Andrew Zisserman

ICLR 2019 Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse Engel, Douglas Eck

ICML 2018 Efficient Neural Audio Synthesis Nal Kalchbrenner, Erich Elsen, Karen Simonyan, Seb Noury, Norman Casagrande, Edward Lockhart, Florian Stimberg, Aaron Oord, Sander Dieleman, Koray Kavukcuoglu

ICML 2018 Parallel WaveNet: Fast High-Fidelity Speech Synthesis Aaron Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George Driessche, Edward Lockhart, Luis Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis

NeurIPS 2018 The Challenge of Realistic Music Generation: Modelling Raw Audio at Scale Sander Dieleman, Aaron van den Oord, Karen Simonyan

ICML 2017 Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders Jesse Engel, Cinjon Resnick, Adam Roberts, Sander Dieleman, Mohammad Norouzi, Douglas Eck, Karen Simonyan

ICML 2016 Exploiting Cyclic Symmetry in Convolutional Neural Networks Sander Dieleman, Jeffrey De Fauw, Koray Kavukcuoglu

ECCVW 2014 Sign Language Recognition Using Convolutional Neural Networks Lionel Pigou, Sander Dieleman, Pieter-Jan Kindermans, Benjamin Schrauwen

NeurIPS 2013 Deep Content-Based Music Recommendation Aaron van den Oord, Sander Dieleman, Benjamin Schrauwen

MLOSS 2012 Oger: Modular Learning Architectures for Large-Scale Sequential Processing David Verstraeten, Benjamin Schrauwen, Sander Dieleman, Philemon Brakel, Pieter Buteneers, Dejan Pecevski