Arno Onken

35 papers A* 3B 1Journal 23Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections.
CVPR
Thomas Walker, Salvatore Esposito, Daniel Rebain, Amir Vaxman, Arno Onken, Changjian Li, Oisin Mac Aodha
2025 — conf
On the Role of Low-Level Visual Features in EEG-Based Image Reconstruction.
MLSP
Junkai Yang, Arno Onken
2025 B conf
The Only Way is Ethics: A Guide to Ethical Research with Large Language Models.
COLING
Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Björn Ross, Arno Onken, Atoosa Kasirzadeh, Alexandra Birch
2025 — conf
VesselSDF: Distance Field Priors for Vascular Network Reconstruction.
MICCAI (2)
Salvatore Esposito, Daniel Rebain, Arno Onken, Changjian Li, Oisin Mac Aodha
2025 J jnl
VesselSDF: Distance Field Priors for Vascular Network Reconstruction.
CoRR
Salvatore Esposito, Daniel Rebain, Arno Onken, Changjian Li, Oisin Mac Aodha
2024 J jnl
CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections.
CoRR
Thomas Walker, Salvatore Esposito, Daniel Rebain, Amir Vaxman, Arno Onken, Changjian Li, Oisin Mac Aodha
2024 J jnl
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models.
CoRR
Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Björn Ross, Arno Onken, Atoosa Kasirzadeh, Alexandra Birch
2024 — conf
GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions.
CVPR Workshops
Salvatore Esposito, Qingshan Xu, Kacper Kania, Charlie Hewitt, Octave Mariotti, Lohit Petikam, Julien Valentin, Arno Onken, Oisin Mac Aodha
2024 J jnl
GeoGen: Geometry-Aware Generative Modeling via Signed Distance Functions.
CoRR
Salvatore Esposito, Qingshan Xu, Kacper Kania, Charlie Hewitt, Octave Mariotti, Lohit Petikam, Julien Valentin, Arno Onken, Oisin Mac Aodha
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
The Only Way is Ethics: A Guide to Ethical Research with Large Language Models.
CoRR
Eddie L. Ungless, Nikolas Vitsakis, Zeerak Talat, James Garforth, Björn Ross, Arno Onken, Atoosa Kasirzadeh, Alexandra Birch
2023 J jnl
Discovering Low-Dimensional Descriptions of Multineuronal Dependencies.
Entropy
Lazaros Mitskopoulos, Arno Onken
2023 J jnl
V1T: large-scale mouse V1 response prediction using a Vision Transformer.
CoRR
Bryan M. Li, Isabel M. Cornacchia, Nathalie L. Rochefort, Arno Onken
2023 J jnl
V1T: large-scale mouse V1 response prediction using a Vision Transformer.
Trans. Mach. Learn. Res.
Bryan M. Li, Isabel M. Cornacchia, Nathalie Rochefort, Arno Onken
2022 J jnl
Neural System Identification With Spike-Triggered Non-Negative Matrix Factorization.
IEEE Trans. Cybern.
Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tie-Jun Huang, Jian K. Liu
2022 J jnl
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships.
PLoS Comput. Biol.
Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken
2021 J jnl
Building population models for large-scale neural recordings: opportunities and pitfalls.
CoRR
Cole L. Hurwitz, Nina Kudryashova, Arno Onken, Matthias H. Hennig
2021 J jnl
Neuronal Learning Analysis using Cycle-Consistent Adversarial Networks.
CoRR
Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort, Arno Onken
2020 A* conf
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification.
ICLR
Bennet Breier, Arno Onken
2020 J jnl
CalciumGAN: A Generative Adversarial Network Model for Synthesising Realistic Calcium Imaging Data of Neuronal Populations.
CoRR
Bryan M. Li, Theoklitos Amvrosiadis, Nathalie Rochefort, Arno Onken
2020 J jnl
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships.
CoRR
Nina Kudryashova, Theoklitos Amvrosiadis, Nathalie Dupuy, Nathalie Rochefort, Arno Onken
2019 J jnl
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification.
CoRR
Bennet Breier, Arno Onken
2019 J jnl
Categorical encoding of decision variables in orbitofrontal cortex.
PLoS Comput. Biol.
Arno Onken, Jue Xie, Stefano Panzeri, Camillo Padoa-Schioppa
2018 J jnl
Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization.
CoRR
Shanshan Jia, Zhaofei Yu, Arno Onken, Yonghong Tian, Tiejun Huang, Jian K. Liu
2018 J jnl
Information Estimation Using Non-Parametric Copulas.
CoRR
Houman Safaai, Arno Onken, Christopher D. Harvey, Stefano Panzeri
2018 — conf
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks.
ICLR (Poster)
Manuel Molano-Mazon, Arno Onken, Eugenio Piasini, Stefano Panzeri
2018 J jnl
Synthesizing realistic neural population activity patterns using Generative Adversarial Networks.
CoRR
Manuel Molano-Mazon, Arno Onken, Eugenio Piasini, Stefano Panzeri
2016 — conf
Mixed vine copulas as joint models of spike counts and local field potentials.
NIPS
Arno Onken, Stefano Panzeri
2016 J jnl
Space-by-time decomposition for single-trial decoding of M/EEG activity.
NeuroImage
Ioannis Delis, Arno Onken, Philippe G. Schyns, Stefano Panzeri, Marios G. Philiastides
2016 J jnl
Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains.
PLoS Comput. Biol.
Arno Onken, Jian K. Liu, P. P. Chamanthi R. Karunasekara, Ioannis Delis, Tim Gollisch, Stefano Panzeri
2012 J jnl
A Maximum Entropy Test for Evaluating Higher-Order Correlations in Spike Counts.
PLoS Comput. Biol.
Arno Onken, Valentin Dragoi, Klaus Obermayer
2011 — —
Stochastic Analysis of Neural Spike Count Dependencies.
Arno Onken
2009 J jnl
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation.
PLoS Comput. Biol.
Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
2009 — conf
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies.
NIPS
Arno Onken, Steffen Grünewälder, Klaus Obermayer
2008 — conf
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex.
NIPS
Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer