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2020 – today
- 2025
[c8]Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Björn Ross, Arno Onken, Atoosa Kasirzadeh, Alexandra Birch:
The Only Way is Ethics: A Guide to Ethical Research with Large Language Models. COLING 2025: 8992-9005- 2024
- [c7]Salvatore Esposito, Qingshan Xu, Kacper Kania, Charlie Hewitt, Octave Mariotti, Lohit Petikam, Julien Valentin, Arno Onken, Oisin Mac Aodha:
GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions. CVPR Workshops 2024: 7479-7488 - [c6]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:
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos. NeurIPS 2024 - [i13]Salvatore Esposito, Qingshan Xu, Kacper Kania, Charlie Hewitt, Octave Mariotti, Lohit Petikam, Julien Valentin, Arno Onken, Oisin Mac Aodha:
GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions. CoRR abs/2406.04254 (2024) - [i12]Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Björn Ross, Arno Onken, Atoosa Kasirzadeh, Alexandra Birch:
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models. CoRR abs/2410.19812 (2024) - [i11]Thomas Walker, Salvatore Esposito, Daniel Rebain, Amir Vaxman, Arno Onken, Changjian Li, Oisin Mac Aodha:
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections. CoRR abs/2412.04120 (2024) - [i10]Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Björn Ross, Arno Onken, Atoosa Kasirzadeh, Alexandra Birch:
The Only Way is Ethics: A Guide to Ethical Research with Large Language Models. CoRR abs/2412.16022 (2024) - 2023
- [j9]Lazaros Mitskopoulos, Arno Onken
:
Discovering Low-Dimensional Descriptions of Multineuronal Dependencies. Entropy 25(7): 1026 (2023) - [j8]Bryan M. Li, Isabel M. Cornacchia, Nathalie Rochefort, Arno Onken:
V1T: large-scale mouse V1 response prediction using a Vision Transformer. Trans. Mach. Learn. Res. 2023 (2023) - [i9]Bryan M. Li, Isabel M. Cornacchia, Nathalie L. Rochefort, Arno Onken:
V1T: large-scale mouse V1 response prediction using a Vision Transformer. CoRR abs/2302.03023 (2023) - 2022
- [j7]Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken:
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships. PLoS Comput. Biol. 18(1) (2022) - [j6]Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tie-Jun Huang, Jian K. Liu:
Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization. IEEE Trans. Cybern. 52(6): 4772-4783 (2022) - 2021
- [i8]Cole L. Hurwitz, Nina Kudryashova, Arno Onken, Matthias H. Hennig:
Building population models for large-scale neural recordings: opportunities and pitfalls. CoRR abs/2102.01807 (2021) - [i7]Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort, Arno Onken:
Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks. CoRR abs/2111.13073 (2021) - 2020
- [c5]Bennet Breier, Arno Onken:
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification. ICLR 2020 - [i6]Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken:
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships. CoRR abs/2008.01007 (2020) - [i5]Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort, Arno Onken:
CalciumGAN: A Generative Adversarial Network Model for Synthesising Realistic Calcium Imaging Data of Neuronal Populations. CoRR abs/2009.02707 (2020)
2010 – 2019
- 2019
- [j5]Arno Onken, Jue Xie, Stefano Panzeri, Camillo Padoa-Schioppa:
Categorical encoding of decision variables in orbitofrontal cortex. PLoS Comput. Biol. 15(10) (2019) - [i4]Bennet Breier, Arno Onken:
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification. CoRR abs/1912.09857 (2019) - 2018
- [c4]Manuel Molano-Mazon, Arno Onken, Eugenio Piasini, Stefano Panzeri:
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks. ICLR (Poster) 2018 - [i3]Manuel Molano-Mazon, Arno Onken, Eugenio Piasini, Stefano Panzeri:
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks. CoRR abs/1803.00338 (2018) - [i2]Houman Safaai, Arno Onken, Christopher D. Harvey, Stefano Panzeri:
Information Estimation Using Non-Parametric Copulas. CoRR abs/1807.08018 (2018) - [i1]Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tiejun Huang, Jian K. Liu:
Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization. CoRR abs/1808.03958 (2018) - 2016
- [j4]Ioannis Delis, Arno Onken, Philippe G. Schyns, Stefano Panzeri, Marios G. Philiastides:
Space-by-time decomposition for single-trial decoding of M/EEG activity. NeuroImage 133: 504-515 (2016) - [j3]Arno Onken, Jian K. Liu, P. P. Chamanthi R. Karunasekara, Ioannis Delis, Tim Gollisch, Stefano Panzeri:
Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains. PLoS Comput. Biol. 12(11) (2016) - [c3]Arno Onken, Stefano Panzeri:
Mixed vine copulas as joint models of spike counts and local field potentials. NIPS 2016: 1325-1333 - 2012
- [j2]Arno Onken, Valentin Dragoi, Klaus Obermayer:
A Maximum Entropy Test for Evaluating Higher-Order Correlations in Spike Counts. PLoS Comput. Biol. 8(6) (2012) - 2011
- [b1]Arno Onken:
Stochastic Analysis of Neural Spike Count Dependencies. Berlin Institute of Technology, 2011
2000 – 2009
- 2009
- [j1]Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer:
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation. PLoS Comput. Biol. 5(11) (2009) - [c2]Arno Onken, Steffen Grünewälder, Klaus Obermayer:
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies. NIPS 2009: 1383-1391 - 2008
- [c1]Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer:
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex. NIPS 2008: 1233-1240
Coauthor Index
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