Alexander S. Ecker

61 papers A* 11Journal 43Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Circular Argument : Does RoPE need to be Equivariant for Vision? CoRR Chase van de Geijn, Timo Lüddecke, Polina Turishcheva, Alexander S. Ecker
2025	J	`jnl`	Characterizing Vision Backbones for Dense Prediction with Dense Attentive Probing. Trans. Mach. Learn. Res. Timo Lüddecke, Alexander S. Ecker
2025	J	`jnl`	Clifford Algebraic Rotor Embeddings : Maybe embeddings should start to CARE. CoRR Sameeksha Sriram, Ayush Paliwal, Alexander S. Ecker, Chase van de Geijn
2025	J	`jnl`	Detection transformer-based approach for mapping trees outside forests on high resolution satellite imagery. Ecol. Informatics Tao Jiang, Maximilian Freudenberg, Christoph Kleinn, Timo Lüddecke, Alexander S. Ecker, Nils Nölke
2025	J	`jnl`	Do traveling waves make good positional encodings? CoRR Chase van de Geijn, Ayush Paliwal, Timo Lüddecke, Alexander S. Ecker
2025	J	`jnl`	Domain-Adaptive Pretraining Improves Primate Behavior Recognition. CoRR Felix B. Mueller, Timo Lüddecke, Richard Vogg, Alexander S. Ecker
2025	J	`jnl`	FLASHμ: Fast Localizing And Sizing of Holographic Microparticles. CoRR Ayush Paliwal, Oliver Schlenczek, Birte Thiede, Manuel Santos Pereira, Katja Stieger, Eberhard Bodenschatz, Gholamhossein Bagheri, Alexander S. Ecker
2025	J	`jnl`	Hierarchical clustering with maximum density paths and mixture models. CoRR Martin Ritzert, Polina Turishcheva, Laura Hansel, Paul Wollenhaupt, Marissa A. Weis, Alexander S. Ecker
2025	J	`jnl`	PriVi: Towards A General-Purpose Video Model For Primate Behavior In The Wild. CoRR Felix B. Mueller, Jan Frederik Meier, Timo Lüddecke, Richard Vogg, Roger L. Freixanet, Valentin Hassler, Tiffany Bosshard, Elif Karakoc, William J. O'Hearn, Sofia M. Pereira, Sandro Sehner, Kaja Wierucka, Judith Burkart, Claudia Fichtel, Julia Fischer, Alexander Gail, Catherine Hobaiter, Julia Ostner, Liran Samuni, Oliver Schülke, Neda Shahidi, Erin G. Wessling, Alexander S. Ecker
2025	J	`jnl`	SILVI: Simple Interface for Labeling Video Interactions. CoRR Ozan Kanbertay, Richard Vogg, Elif Karakoc, Peter M. Kappeler, Claudia Fichtel, Alexander S. Ecker
2025	J	`jnl`	The Development of Early Phonological Networks: An Analysis of Individual Longitudinal Vocabulary Growth. Cogn. Sci. Judith Kalinowski, Laura Hansel, Michaela Vystrcilová, Alexander S. Ecker, Nivedita Mani
2025	A*	`conf`	What should a neuron aim for? Designing local objective functions based on information theory. ICLR Andreas Christian Schneider, Valentin Neuhaus, David Alexander Ehrlich, Abdullah Makkeh, Alexander S. Ecker, Viola Priesemann, Michael Wibral
2024	J	`jnl`	Computer Vision for Primate Behavior Analysis in the Wild. CoRR 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
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
2024	J	`jnl`	MNIST-Nd: a set of naturalistic datasets to benchmark clustering across dimensions. CoRR Polina Turishcheva, Laura Hansel, Martin Ritzert, Marissa A. Weis, Alexander S. Ecker
2024	A*	`conf`	Most discriminative stimuli for functional cell type clustering. ICLR 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
2024	J	`jnl`	Most discriminative stimuli for functional cell type identification. CoRR 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
2024	J	`jnl`	Probabilistic neural transfer function estimation with Bayesian system identification. PLoS Comput. Biol. Nan Wu, Isabel Valera, Fabian H. Sinz, Alexander S. Ecker, Thomas Euler, Yongrong Qiu
2024	A*	`conf`	Reproducibility of predictive networks for mouse visual cortex. NeurIPS Polina Turishcheva, Max F. Burg, Fabian H. Sinz, Alexander S. Ecker
2024	A*	`conf`	Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos. NeurIPS Polina Turishcheva, Paul G. Fahey, Michaela Vystrcilová, Laura Hansel, Rachel Froebe, Kayla Ponder, Yongrong Qiu, Konstantin Willeke, Mohammad Bashiri, Ruslan Baikulov, Yu Zhu, Lei Ma, Shan Yu, Tiejun Huang, Bryan Li, Wolf De Wulf, Nina Kudryashova, Matthias H. Hennig, Nathalie Rochefort, Arno Onken, Eric Y. Wang, Zhiwei Ding, Andreas S. Tolias, Fabian H. Sinz, Alexander S. Ecker
2024	J	`jnl`	TreeLearn: A deep learning method for segmenting individual trees from ground-based LiDAR forest point clouds. Ecol. Informatics Jonathan Henrich, Jan van Delden, Dominik Seidel, Thomas Kneib, Alexander S. Ecker
2024	J	`jnl`	What should a neuron aim for? Designing local objective functions based on information theory. CoRR Andreas C. Schneider, Valentin Neuhaus, David A. Ehrlich, Abdullah Makkeh, Alexander S. Ecker, Viola Priesemann, Michael Wibral
2023	J	`jnl`	Self-Supervised Graph Representation Learning for Neuronal Morphologies. Trans. Mach. Learn. Res. Marissa A. Weis, Laura Pede, Timo Lüddecke, Alexander S. Ecker
2023	J	`jnl`	The Impacts of Quality-Oriented Dataset Labeling on Tree Cover Segmentation Using U-Net: A Case Study in WorldView-3 Imagery. Remote. Sens. Tao Jiang, Maximilian Freudenberg, Christoph Kleinn, Alexander S. Ecker, Nils Nölke
2023	J	`jnl`	TreeLearn: A Comprehensive Deep Learning Method for Segmenting Individual Trees from Forest Point Clouds. CoRR Jonathan Henrich, Jan van Delden, Dominik Seidel, Thomas Kneib, Alexander S. Ecker
2022	A*	`conf`	Image Segmentation Using Text and Image Prompts. CVPR Timo Lüddecke, 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	J	`jnl`	Benchmarking Unsupervised Object Representations for Video Sequences. J. Mach. Learn. Res. Marissa A. Weis, Kashyap Chitta, Yash Sharma, Wieland Brendel, Matthias Bethge, Andreas Geiger, Alexander S. Ecker
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	J	`jnl`	Prompt-Based Multi-Modal Image Segmentation. CoRR Timo Lüddecke, 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	J	`jnl`	Self-supervised Representation Learning of Neuronal Morphologies. CoRR Marissa A. Weis, Laura Pede, Timo Lüddecke, Alexander S. Ecker
2021	—	`conf`	The Role of Data for One-Shot Semantic Segmentation. CVPR Workshops Timo Lüddecke, Alexander S. Ecker
2020	J	`jnl`	Assessing out-of-domain generalization for robust building damage detection. CoRR Vitus Benson, Alexander S. Ecker
2020	J	`jnl`	Closing the Generalization Gap in One-Shot Object Detection. CoRR Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
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
2020	J	`jnl`	Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences. CoRR Marissa A. Weis, Kashyap Chitta, Yash Sharma, Wieland Brendel, Matthias Bethge, Andreas Geiger, 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`	Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming. CoRR Claudio Michaelis, Benjamin Mitzkus, Robert Geirhos, Evgenia Rusak, Oliver Bringmann, Alexander S. Ecker, Matthias Bethge, Wieland Brendel
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
2018	J	`jnl`	One-Shot Instance Segmentation. CoRR Claudio Michaelis, Ivan Ustyuzhaninov, Matthias Bethge, Alexander S. Ecker
2018	A*	`conf`	One-Shot Segmentation in Clutter. ICML Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
2018	J	`jnl`	One-Shot Segmentation in Clutter. CoRR Claudio Michaelis, Matthias Bethge, Alexander S. Ecker
2018	A*	`conf`	Stimulus domain transfer in recurrent models for large scale cortical population prediction on video. NeurIPS Fabian H. Sinz, Alexander S. Ecker, Paul G. Fahey, Edgar Y. Walker, Erick Cobos, Emmanouil Froudarakis, Dimitri Yatsenko, Xaq Pitkow, Jacob Reimer, Andreas S. Tolias
2017	A*	`conf`	Controlling Perceptual Factors in Neural Style Transfer. CVPR Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
2017	—	`conf`	Neural system identification for large populations separating "what" and "where". NIPS David A. Klindt, Alexander S. Ecker, Thomas Euler, Matthias Bethge
2017	J	`jnl`	Neural system identification for large populations separating "what" and "where". CoRR David A. Klindt, Alexander S. Ecker, Thomas Euler, Matthias Bethge
2017	J	`jnl`	Synthesising Dynamic Textures using Convolutional Neural Networks. CoRR Christina M. Funke, Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2016	J	`jnl`	Controlling Perceptual Factors in Neural Style Transfer. CoRR Leon A. Gatys, Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
2016	A*	`conf`	Image Style Transfer Using Convolutional Neural Networks. CVPR Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2015	J	`jnl`	A Neural Algorithm of Artistic Style. CoRR Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2015	J	`jnl`	Improved Estimation and Interpretation of Correlations in Neural Circuits. PLoS Comput. Biol. Dimitri Yatsenko, Kresimir Josic, Alexander S. Ecker, Emmanouil Froudarakis, R. James Cotton, Andreas S. Tolias
2015	—	`conf`	Texture Synthesis Using Convolutional Neural Networks. NIPS Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2015	J	`jnl`	Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks. CoRR Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
2009	J	`jnl`	Generating Spike Trains with Specified Correlation Coefficients. Neural Comput. Jakob H. Macke, Philipp Berens, Alexander S. Ecker, Andreas S. Tolias, Matthias Bethge
2009	—	`conf`	Neurometric function analysis of population codes. NIPS Philipp Berens, Sebastian Gerwinn, Alexander S. Ecker, Matthias Bethge
1986	J	`jnl`	Check character systems. Computing Alexander S. Ecker, G. Poch