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Author’s Latest Publications
- research-article
SAVi++: towards end-to-end object-centric learning from real-world videos
- Gamaleldin F. Elsayed,
- Aravindh Mahendran,
- Sjoerd van Steenkiste,
- Klaus Greff,
- Michael C. Mozer,
- Thomas Kipf
November 2022NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems - research-article
Scaling vision transformers to 22 billion parameters
- Mostafa Dehghani,
- Josip Djolonga,
- Basil Mustafa,
- Piotr Padlewski,
- Jonathan Heek,
- Justin Gilmer,
- Andreas Steiner,
- Mathilde Caron,
- Robert Geirhos,
- Ibrahim Alabdulmohsin,
- Rodolphe Jenatton,
- Lucas Beyer,
- Michael Tschannen,
- Anurag Arnab,
- Xiao Wang,
- Carlos Riquelme,
- Matthias Minderer,
- Joan Puigcerver,
- Utku Evci,
- Manoj Kumar,
- Sjoerd Van Steenkiste,
- Gamaleldin F. Elsayed,
- Aravindh Mahendran,
- Fisher Yu,
- Avital Oliver,
- Fantine Huot,
- Jasmijn Bastings,
- Mark Patrick Collier,
- Alexey A. Gritsenko,
- Vighnesh Birodkar,
- Cristina Vasconcelos,
- Yi Tay,
- Thomas Mensink,
- Alexander Kolesnikov,
- Filip Pavetić,
- Dustin Tran,
- Thomas Kipf,
- Mario Lučić,
- Xiaohua Zhai,
- Daniel Keysers,
- Jeremiah Harmsen,
- Neil Houlsby
July 2023ICML'23: Proceedings of the 40th International Conference on Machine Learning - research-article
Invariant slot attention: object discovery with slot-centric reference frames
- Ondrej Biza,
- Sjoerd Van Steenkiste,
- Mehdi S. M. Sajjadi,
- Gamaleldin F. Elsayed,
- Aravindh Mahendran,
- Thomas Kipf
July 2023ICML'23: Proceedings of the 40th International Conference on Machine Learning - research-article
Revisiting spatial invariance with low-rank local connectivity
July 2020ICML'20: Proceedings of the 37th International Conference on Machine Learning - research-article
Saccader: improving accuracy of hard attention models for vision
December 2019NIPS'19: Proceedings of the 33rd International Conference on Neural Information Processing Systems - Article
Adversarial examples that fool both computer vision and time-limited humans
- Gamaleldin F. Elsayed,
- Shreya Shankar,
- Brian Cheung,
- Nicolas Papernot,
- Alexey Kurakin,
- Ian Goodfellow,
- Jascha Sohl-Dickstein
December 2018NIPS'18: Proceedings of the 32nd International Conference on Neural Information Processing Systems