Alexander S. Ecker

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 34

Top Topics

Primary Visual Cortex

Damage Detection

Top Venues

PLoS Comput. Biol.

Publications

Richard Vogg, Timo Lüddecke, Jonathan Henrich, Sharmita Dey, Matthias Nuske, Valentin Hassler, Derek Murphy, Julia Fischer, Julia Ostner, Oliver Schülke, Peter M. Kappeler, Claudia Fichtel, Alexander Gail, Stefan Treue, Hansjörg Scherberger, Florentin Wörgötter, Alexander S. Ecker
Computer Vision for Primate Behavior Analysis in the Wild. CoRR (2024)
Max F. Burg, Thomas Zenkel, Michaela Vystrcilová, Jonathan Oesterle, Larissa Höfling, Konstantin F. Willeke, Jan Lause, Sarah Müller, Paul G. Fahey, Zhiwei Ding, Kelli Restivo, Shashwat Sridhar, Tim Gollisch, Philipp Berens, Andreas S. Tolias, Thomas Euler, Matthias Bethge, Alexander S. Ecker
Most discriminative stimuli for functional cell type clustering. ICLR (2024)
Max F. Burg, Thomas Zenkel, Michaela Vystrcilová, Jonathan Oesterle, Larissa Höfling, Konstantin F. Willeke, Jan Lause, Sarah Müller, Paul G. Fahey, Zhiwei Ding, Kelli Restivo, Shashwat Sridhar, Tim Gollisch, Philipp Berens, Andreas S. Tolias, Thomas Euler, Matthias Bethge, Alexander S. Ecker
Most discriminative stimuli for functional cell type identification. CoRR (2024)
Tao Jiang, Maximilian Freudenberg, Christoph Kleinn, Alexander S. Ecker, Nils Nölke
The Impacts of Quality-Oriented Dataset Labeling on Tree Cover Segmentation Using U-Net: A Case Study in WorldView-3 Imagery. Remote. Sens. 15 (6) (2023)
Marissa A. Weis, Laura Pede, Timo Lüddecke, Alexander S. Ecker
Self-Supervised Graph Representation Learning for Neuronal Morphologies. Trans. Mach. Learn. Res. 2023 (2023)
Timo Lüddecke, Alexander S. Ecker
Image Segmentation Using Text and Image Prompts. CVPR (2022)
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
The Sensorium competition on predicting large-scale mouse primary visual cortex activity. CoRR (2022)
Marissa A. Weis, Kashyap Chitta, Yash Sharma, Wieland Brendel, Matthias Bethge, Andreas Geiger, Alexander S. Ecker
Benchmarking Unsupervised Object Representations for Video Sequences. J. Mach. Learn. Res. 22 (2021)
Konstantin-Klemens Lurz, Mohammad Bashiri, Konstantin Willeke, Akshay Jagadish, Eric Wang, Edgar Y. Walker, Santiago A. Cadena, Taliah Muhammad, Erick Cobos, Andreas S. Tolias, Alexander S. Ecker, Fabian H. Sinz
Generalization in data-driven models of primary visual cortex. ICLR (2021)
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
Retrospective on the SENSORIUM 2022 competition. NeurIPS (Competition and Demos) (2021)
Marissa A. Weis, Laura Pede, Timo Lüddecke, Alexander S. Ecker
Self-supervised Representation Learning of Neuronal Morphologies. CoRR (2021)
Timo Lüddecke, Alexander S. Ecker
The Role of Data for One-Shot Semantic Segmentation. CVPR Workshops (2021)
Max F. Burg, Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker
Learning divisive normalization in primary visual cortex. PLoS Comput. Biol. 17 (6) (2021)
Timo Lüddecke, Alexander S. Ecker
Prompt-Based Multi-Modal Image Segmentation. CoRR (2021)
Marissa A. Weis, Kashyap Chitta, Yash Sharma, Wieland Brendel, Matthias Bethge, Andreas Geiger, Alexander S. Ecker
Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences. CoRR (2020)
Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
Closing the Generalization Gap in One-Shot Object Detection. CoRR (2020)
Vitus Benson, Alexander S. Ecker
Assessing out-of-domain generalization for robust building damage detection. CoRR (2020)
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
Rotation-invariant clustering of neuronal responses in primary visual cortex. ICLR (2020)
Claudio Michaelis, Benjamin Mitzkus, Robert Geirhos, Evgenia Rusak, Oliver Bringmann, Alexander S. Ecker, Matthias Bethge, Wieland Brendel
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming. CoRR (2019)
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
A rotation-equivariant convolutional neural network model of primary visual cortex. ICLR (Poster) (2019)
Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Leon A. Gatys, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker
Deep convolutional models improve predictions of macaque V1 responses to natural images. PLoS Comput. Biol. 15 (4) (2019)
Claudio Michaelis, Ivan Ustyuzhaninov, Matthias Bethge, Alexander S. Ecker
One-Shot Instance Segmentation. CoRR (2018)
Fabian H. Sinz, Alexander S. Ecker, Paul G. Fahey, Edgar Y. Walker, Erick Cobos, Emmanouil Froudarakis, Dimitri Yatsenko, Zachary Pitkow, Jacob Reimer, Andreas S. Tolias
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video. NeurIPS (2018)
Santiago A. Cadena, Marissa A. Weis, Leon A. Gatys, Matthias Bethge, Alexander S. Ecker
Diverse Feature Visualizations Reveal Invariances in Early Layers of Deep Neural Networks. ECCV (12) (2018)
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
A rotation-equivariant convolutional neural network model of primary visual cortex. CoRR (2018)
Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
One-Shot Segmentation in Clutter. CoRR (2018)
Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
One-Shot Segmentation in Clutter. ICML (2018)
Santiago A. Cadena, Marissa A. Weis, Leon A. Gatys, Matthias Bethge, Alexander S. Ecker
Diverse feature visualizations reveal invariances in early layers of deep neural networks. CoRR (2018)
David A. Klindt, Alexander S. Ecker, Thomas Euler, Matthias Bethge
Neural system identification for large populations separating "what" and "where". CoRR (2017)
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
Controlling Perceptual Factors in Neural Style Transfer. CVPR (2017)
David Klindt, Alexander S. Ecker, Thomas Euler, Matthias Bethge
Neural system identification for large populations separating "what" and "where". NIPS (2017)
Christina M. Funke, Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
Synthesising Dynamic Textures using Convolutional Neural Networks. CoRR (2017)
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
Image Style Transfer Using Convolutional Neural Networks. CVPR (2016)
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
Controlling Perceptual Factors in Neural Style Transfer. CoRR (2016)
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
A Neural Algorithm of Artistic Style. CoRR (2015)
Dimitri Yatsenko, Kresimir Josic, Alexander S. Ecker, Emmanouil Froudarakis, R. James Cotton, Andreas S. Tolias
Improved Estimation and Interpretation of Correlations in Neural Circuits. PLoS Comput. Biol. 11 (3) (2015)
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks. CoRR (2015)
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
Texture Synthesis Using Convolutional Neural Networks. NIPS (2015)
Jakob H. Macke, Philipp Berens, Alexander S. Ecker, Andreas S. Tolias, Matthias Bethge
Generating Spike Trains with Specified Correlation Coefficients. Neural Comput. 21 (2) (2009)
Philipp Berens, Sebastian Gerwinn, Alexander S. Ecker, Matthias Bethge
Neurometric function analysis of population codes. NIPS (2009)
Alexander S. Ecker, G. Poch
Check character systems. Computing 37 (4) (1986)