2018


E. Y. Walker, F. H. Sinz, E. Froudarakis, P. G. Fahey, T. Muhammad, A. S. Ecker, E. Cobos, J. Reimer, et al.
Inception in visual cortex: in vivo-silico loops reveal most exciting images
bioRxiv, 2018
#primary visual cortex, #deep neural network, #system identification, #inception
URL, DOI, BibTex
S. Schneider, A. S. Ecker, J. H. Macke, and M. Bethge
Multi-Task Generalization and Adaptation between Noisy Digit Datasets: An Empirical Study
NeurIPS Continual Learning Workshop, 2018
Code, URL, BibTex
S. Schneider, A. S. Ecker, J. H. Macke, and M. Bethge
Salad: A Toolbox for Semi-supervised Adaptive Learning Across Domains
NeurIPS Machine Learning Open Source Software Workshop, 2018
#domain adaptation
Code, URL, PDF, BibTex
F. H. Sinz, A. S. Ecker, P. G. Fahey, E. Y. Walker, E. Cobos, E. Froudarakis, D. Yatsenko, X. Pitkow, et al.
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
Advances in Neural Information Processing Systems 32, 2018
#v1, #system identification, #microns, #deep neural network, #recurrent neural network, #domain transfer
URL, PDF, BibTex
C. Michaelis, I. Ustyuzhaninov, M. Bethge, and A. S. Ecker
One-Shot Instance Segmentation
arXiv, 2018
URL, BibTex
M. Subramaniyan, A. S. Ecker, S. S. Patel, R. J. Cotton, M. Bethge, X. Pitkow, P. Berens, and A. S. Tolias
Faster processing of moving compared with flashed bars in awake macaque V1 provides a neural correlate of the flash lag illusion
Journal of Neurophysiology, 120(5), 2430-2452, 2018
#v1, #electrophysiology, #flash-lag effect, #monkey, #illusion
URL, PDF, BibTex
M. Kümmerer, T. S. A. Wallis, and M. Bethge
Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics
The European Conference on Computer Vision (ECCV), 2018
URL, PDF, BibTex
A. Mathis, P. Mamidanna, K. Cury, T. Abe, V. Murthy, M. Mathis, and M. Bethge
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning.
Nature Neuroscience, 21(9), 1281-1289, 2018
Code, URL, DOI, BibTex
I. Ustyuzhaninov, C. Michaelis, W. Brendel, and M. Bethge
One-shot Texture Segmentation
arXiv, 2018
URL, BibTex
S. A. Cadena, M. A. Weis, L. A. Gatys, M. Bethge, and A. S. Ecker
Diverse feature visualizations reveal invariances in early layers of deep neural networks
The European Conference on Computer Vision (ECCV), 2018
URL, BibTex
D. Kobak, M. Weis, and P. Berens
Sparse reduced-rank regression for exploratory visualization of single cell patch-seq recordings
bioRxiv, 2018
URL, BibTex
A. Böttcher, W. Brendel, B. Englitz, and M. Bethge
Trace your sources in large-scale data: one ring to find them all
arXiv, 2018
Code, URL, BibTex
T. S. A. Wallis, C. M. Funke, A. S. Ecker, L. A. Gatys, F. A. Wichmann, and M. Bethge
Image content is more important than Bouma's Law for scene metamers
bioRXiv, 2018
URL, DOI, BibTex
W. Brendel, J. Rauber, A. Kurakin, N. Papernot, B. Veliqi, M. Salath\'e, S. P. Mohanty, and M. Bethge
Adversarial Vision Challenge
32nd Conference on Neural Information Processing Systems (NIPS 2018) Competition Track, 2018
Code, URL, BibTex
R. Geirhos, C. R. M. Temme, J. Rauber, H. H. Schütt, M. Bethge, and F. A. Wichmann
Generalisation in humans and deep neural networks
Advances in Neural Information Processing Systems 31, 2018
Code, URL, BibTex
C. Michaelis, M. Bethge, and A. S. Ecker
One-Shot Segmentation in Clutter
ICML, 2018
#segmentation, #one-shot learning, #clutter
Code, URL, BibTex
W. Brendel, J. Rauber, and M. Bethge
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models
International Conference on Learning Representations, 2018
#adversarial attacks, #adversarial examples, #adversarials
Code, URL, OpenReview, BibTex
G. H. Denfield, A. S. Ecker, T. J. Shinn, M. Bethge, and A. S. Tolias
Attentional fluctuations induce shared variability in macaque primary visual cortex
Nature Communications, 2018
#attention, #primary visual cortex, #noise correlations, #internal states
URL, BibTex
University of Tuebingen BCCN CIN MPI