Mikolaj Binkowski

According to our database, Mikolaj Binkowski authored at least 11 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Flamingo: a Visual Language Model for Few-Shot Learning.

Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karen Simonyan

CoRR, 2022

Adversarial Text-to-Speech for low-resource languages.

Ashraf Elneima, Mikolaj Binkowski

Proceedings of the The Seventh Arabic Natural Language Processing Workshop, 2022

Flamingo: a Visual Language Model for Few-Shot Learning.

Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katherine Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob L. Menick, Sebastian Borgeaud, Andy Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karén Simonyan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Step-unrolled Denoising Autoencoders for Text Generation.

Nikolay Savinov, Junyoung Chung, Mikolaj Binkowski, Erich Elsen, Aäron van den Oord

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

A Deep Learning Approach for Characterizing Major Galaxy Mergers.

Skanda Koppula, Victor Bapst, Marc Huertas-Company, Sam Blackwell, Agnieszka Grabska-Barwinska, Sander Dieleman, Andrea Huber, Natasha Antropova, Mikolaj Binkowski, Hannah Openshaw, Adrià Recasens, Fernando Caro, Avishai Deke, Yohan Dubois, Jesus Vega Ferrero, David C. Koo, Joel R. Primack, Trevor Back

CoRR, 2021

End-to-end Adversarial Text-to-Speech.

Jeff Donahue, Sander Dieleman, Mikolaj Binkowski, Erich Elsen, Karen Simonyan

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

High Fidelity Speech Synthesis with Adversarial Networks.

Mikolaj Binkowski, Jeff Donahue, Sander Dieleman, Aidan Clark, Erich Elsen, Norman Casagrande, Luis C. Cobo, Karen Simonyan

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Batch Weight for Domain Adaptation With Mass Shift.

Mikolaj Binkowski, R. Devon Hjelm, Aaron C. Courville

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

On gradient regularizers for MMD GANs.

Michael Arbel, Danica J. Sutherland, Mikolaj Binkowski, Arthur Gretton

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Autoregressive Convolutional Neural Networks for Asynchronous Time Series.

Mikolaj Binkowski, Gautier Marti, Philippe Donnat

Proceedings of the 35th International Conference on Machine Learning, 2018

Demystifying MMD GANs.

Mikolaj Binkowski, Danica J. Sutherland, Michael Arbel, Arthur Gretton

Proceedings of the 6th International Conference on Learning Representations, 2018