Santiago A. Cadena

14 papers A* 3Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks.
CoRR
Santiago A. Cadena, Andrea Merlo, Emanuel Laude, Alexander Bauer, Atul Agrawal, Maria Pascu, Marija Savtchouk, Enrico Guiraud, Lukas Bonauer, Stuart Hudson, Markus Kaiser
2024 J jnl
Diverse task-driven modeling of macaque V4 reveals functional specialization towards semantic tasks.
PLoS Comput. Biol.
Santiago A. Cadena, Konstantin F. Willeke, Kelli Restivo, George H. Denfield, Fabian H. Sinz, Matthias Bethge, Andreas S. Tolias, Alexander S. Ecker
2022 J jnl
The Sensorium competition on predicting large-scale mouse primary visual cortex activity.
CoRR
Konstantin F. Willeke, Paul G. Fahey, Mohammad Bashiri, Laura Pede, Max F. Burg, Christoph Blessing, Santiago A. Cadena, Zhiwei Ding, Konstantin-Klemens Lurz, Kayla Ponder, Taliah Muhammad, Saumil S. Patel, Alexander S. Ecker, Andreas S. Tolias, Fabian H. Sinz
2021 A* conf
Generalization in data-driven models of primary visual cortex.
ICLR
Konstantin-Klemens Lurz, Mohammad Bashiri, Konstantin Willeke, Akshay Kumar Jagadish, Eric Wang, Edgar Y. Walker, Santiago A. Cadena, Taliah Muhammad, Erick Cobos, Andreas S. Tolias, Alexander S. Ecker, Fabian H. Sinz
2021 J jnl
Learning divisive normalization in primary visual cortex.
PLoS Comput. Biol.
Max F. Burg, Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker
2021 — conf
Retrospective on the SENSORIUM 2022 competition.
NeurIPS (Competition and Demos)
Konstantin F. Willeke, Paul G. Fahey, Mohammad Bashiri, Laura Hansel, Christoph Blessing, Konstantin-Klemens Lurz, Max F. Burg, Santiago A. Cadena, Zhiwei Ding, Kayla Ponder, Taliah Muhammad, Saumil S. Patel, Kaiwen Deng, Yuanfang Guan, Yiqin Zhu, Kaiwen Xiao, Xiao Han, Simone Azeglio, Ulisse Ferrari, Peter Neri, Olivier Marre, Adrian Hoffmann, Kirill Fedyanin, Kirill Vishniakov, Maxim Panov, Subash Prakash, Kishan Naik, Kantharaju Narayanappa, Alexander S. Ecker, Andreas S. Tolias, Fabian H. Sinz
2021 A* conf
Towards robust vision by multi-task learning on monkey visual cortex.
NeurIPS
Shahd Safarani, Arne Nix, Konstantin Willeke, Santiago A. Cadena, Kelli Restivo, George H. Denfield, Andreas S. Tolias, Fabian H. Sinz
2021 J jnl
Towards robust vision by multi-task learning on monkey visual cortex.
CoRR
Shahd Safarani, Arne Nix, Konstantin Willeke, Santiago A. Cadena, Kelli Restivo, George H. Denfield, Andreas S. Tolias, Fabian H. Sinz
2020 A* conf
Rotation-invariant clustering of neuronal responses in primary visual cortex.
ICLR
Ivan Ustyuzhaninov, Santiago A. Cadena, Emmanouil Froudarakis, Paul G. Fahey, Edgar Y. Walker, Erick Cobos, Jacob Reimer, Fabian H. Sinz, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker
2019 — conf
A rotation-equivariant convolutional neural network model of primary visual cortex.
ICLR (Poster)
Alexander S. Ecker, Fabian H. Sinz, Emmanouil Froudarakis, Paul G. Fahey, Santiago A. Cadena, Edgar Y. Walker, Erick Cobos, Jacob Reimer, Andreas S. Tolias, Matthias Bethge
2019 J jnl
Deep convolutional models improve predictions of macaque V1 responses to natural images.
PLoS Comput. Biol.
Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Leon A. Gatys, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker
2018 J jnl
A rotation-equivariant convolutional neural network model of primary visual cortex.
CoRR
Alexander S. Ecker, Fabian H. Sinz, Emmanouil Froudarakis, Paul G. Fahey, Santiago A. Cadena, Edgar Y. Walker, Erick Cobos, Jacob Reimer, Andreas S. Tolias, Matthias Bethge
2018 — conf
Diverse Feature Visualizations Reveal Invariances in Early Layers of Deep Neural Networks.
ECCV (12)
Santiago A. Cadena, Marissa A. Weis, Leon A. Gatys, Matthias Bethge, Alexander S. Ecker
2018 J jnl
Diverse feature visualizations reveal invariances in early layers of deep neural networks.
CoRR
Santiago A. Cadena, Marissa A. Weis, Leon A. Gatys, Matthias Bethge, Alexander S. Ecker