Wojciech Samek
发表
Sebastian Bosse,
Dominique Maniry,
Klaus-Robert Müller,
2016,
2016 Picture Coding Symposium (PCS).
Alexander Binder,
Wojciech Samek,
Jiamei Sun,
2020,
ArXiv.
Klaus-Robert Müller,
Wojciech Samek,
Franziska Horn,
2016,
Rep4NLP@ACL.
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2019,
Nature Communications.
Wojciech Samek,
Guido Nolte,
Andreas K. Engel,
2018,
NeuroImage.
Klaus-Robert Müller,
Wojciech Samek,
Simon Wiedemann,
2018,
IEEE Transactions on Neural Networks and Learning Systems.
Klaus-Robert Müller,
Wojciech Samek,
Franziska Horn,
2017,
ArXiv.
Motoaki Kawanabe,
Klaus-Robert Müller,
Wojciech Samek,
2012,
Journal of neural engineering.
Wojciech Samek,
Wojciech Samek,
2014,
Ausgezeichnete Informatikdissertationen.
Wojciech Samek,
Klaus-Robert Muller,
2014,
2014 International Winter Workshop on Brain-Computer Interface (BCI).
Klaus-Robert Müller,
Wojciech Samek,
Grégoire Montavon,
2016,
GCPR.
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2019
.
Shinichi Nakajima,
Alexander Binder,
Wojciech Samek,
2019,
2020 International Joint Conference on Neural Networks (IJCNN).
Klaus-Robert Müller,
Wojciech Samek,
Siamac Fazli,
2015,
Proceedings of the IEEE.
A Recurrent Convolutional Neural Network Approach for Sensorless Force Estimation in Robotic Surgery
Wojciech Samek,
Alicia Casals,
Vignesh Srinivasan,
2018,
Biomed. Signal Process. Control..
Klaus-Robert Müller,
Wojciech Samek,
Simon Wiedemann,
2019,
IEEE Transactions on Neural Networks and Learning Systems.
Shinichi Nakajima,
Wojciech Samek,
Klaus-Robert Müller,
2018,
Neural Networks.
Klaus-Robert Müller,
Wojciech Samek,
Franziska Horn,
2017,
ArXiv.
Sebastian Bosse,
Dominique Maniry,
Thomas Wiegand,
2016,
2016 IEEE International Conference on Image Processing (ICIP).
Wojciech Samek,
Leila Arras,
Ahmed Osman,
2020,
ArXiv.
Wojciech Samek,
Klaus-Robert Müller,
Leila Arras,
2019,
Explainable AI.
Wojciech Samek,
Sebastian Lapuschkin,
Brian Horsak,
2019,
ACM Trans. Comput. Heal..
Heiko Schwarz,
Detlev Marpe,
Thomas Wiegand,
2019,
ArXiv.
Shinichi Nakajima,
Klaus-Robert Müller,
Wojciech Samek,
2019,
2019 27th European Signal Processing Conference (EUSIPCO).
Anna Hilsmann,
Peter Eisert,
Wojciech Samek,
2017,
IWDW.
Wojciech Samek,
Klaus-Robert Müller,
Grégoire Montavon,
2017,
Digit. Signal Process..
Motoaki Kawanabe,
Alexander Binder,
Klaus-Robert Müller,
2011,
CLEF.
Klaus-Robert Müller,
Wojciech Samek,
Grégoire Montavon,
2018,
ArXiv.
Wojciech Samek,
Jan Laermann,
Nils Strodthoff,
2019,
GCPR.
Wojciech Samek,
Sebastian Lapuschkin,
Klaus-Robert Müller,
2019,
ArXiv.
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2016,
ArXiv.
Motoaki Kawanabe,
Alexander Binder,
Wojciech Samek,
2011,
CAIP.
Shinichi Nakajima,
Wojciech Samek,
Klaus-Robert Müller,
2020,
Physical review. E.
Motoaki Kawanabe,
Wojciech Samek,
Frank C. Meinecke,
2011,
ICANN.
Motoaki Kawanabe,
Klaus-Robert Müller,
Wojciech Samek,
2012,
2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
Alexander Binder,
Wojciech Samek,
Ngai-Man Cheung,
2020,
2020 25th International Conference on Pattern Recognition (ICPR).
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2018,
ArXiv.
Wojciech Samek,
Klaus-Robert Müller,
Frank C. Meinecke,
2012,
IEEE Transactions on Biomedical Engineering.
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2015,
IEEE Transactions on Neural Networks and Learning Systems.
Slawomir Stanczak,
Thomas Wiegand,
Wojciech Samek,
2017,
ArXiv.
Sebastian Bosse,
Wojciech Samek,
Serhan Gul,
2016,
2016 6th European Workshop on Visual Information Processing (EUVIP).
Motoaki Kawanabe,
Shinichi Nakajima,
Alexander Binder,
2011,
PloS one.
Wojciech Samek,
Gitta Kutyniok,
Jan MacDonald,
2020,
ArXiv.
Alexander Binder,
Wojciech Samek,
Klaus-Robert Müller,
2015,
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2018,
J. Mach. Learn. Res..
Wojciech Samek,
Sebastian Lapuschkin,
Klaus-Robert Müller,
2020,
ArXiv.
Wojciech Samek,
Christopher Ehmann,
W. Samek,
2018,
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Shinichi Nakajima,
Klaus-Robert Müller,
Wojciech Samek,
2016,
ArXiv.
Joachim Denzler,
Florian Schmidt,
Wojciech Samek,
2020,
ArXiv.
Wojciech Samek,
Cornelius Hellge,
Thomas Schierl,
2018,
IEEE Journal on Selected Areas in Communications.
Wojciech Samek,
Cornelius Hellge,
Vignesh Srinivasan,
2019,
2019 IEEE International Conference on Image Processing (ICIP).
Klaus-Robert Müller,
Wojciech Samek,
Grégoire Montavon,
2019,
Explainable AI.
Stefan Haufe,
Klaus-Robert Müller,
Wojciech Samek,
2015,
Proceedings of the IEEE.
Wojciech Samek,
Felix Sattler,
Arturo Marban,
2020,
ArXiv.
Shinichi Nakajima,
Wojciech Samek,
Klaus-Robert Müller,
2019,
ArXiv.
Klaus-Robert Müller,
Wojciech Samek,
Simon Wiedemann,
2018,
2019 International Joint Conference on Neural Networks (IJCNN).
Wojciech Samek,
Lars Kai Hansen,
Andrea Vedaldi,
2019,
Explainable AI.
Sebastian Bosse,
Thomas Wiegand,
Wojciech Samek,
2017,
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence
pdf
Wojciech Samek,
Sebastian Lapuschkin,
Brian Horsak,
2019,
ArXiv.
Wojciech Samek,
Jan MacDonald,
Maximilian März,
2020,
Bildverarbeitung für die Medizin.
FantastIC4: A Hardware-Software Co-Design Approach for Efficiently Running 4Bit-Compact Multilayer Perceptrons
pdf
Thomas Wiegand,
Wojciech Samek,
Friedel Gerfers,
2020,
IEEE Open Journal of Circuits and Systems.
Heiko Schwarz,
Detlev Marpe,
Thomas Wiegand,
2020,
2020 IEEE International Conference on Image Processing (ICIP).
Wojciech Samek,
Ahmed Osman,
W. Samek,
2018,
ArXiv.
Stephanie Brandl,
Wojciech Samek,
Klaus-Robert Müller,
2016,
Journal of neural engineering.
Stephanie Brandl,
Wojciech Samek,
Klaus-Robert Muller,
2015,
The 3rd International Winter Conference on Brain-Computer Interface.
Thomas Wiegand,
Wojciech Samek,
Klaus-Robert Müller,
2020,
npj Digital Medicine.
Wojciech Samek,
Lars Kai Hansen,
Andrea Vedaldi,
2019
.
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2016,
ArXiv.
Klaus-Robert Müller,
Wojciech Samek,
K. Müller,
2019,
Explainable AI.
Thomas Wiegand,
Wojciech Samek,
Felix Sattler,
2020,
ArXiv.
Alexander Binder,
Wojciech Samek,
Sebastian Lapuschkin,
2017,
2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
Wojciech Samek,
Markus Wenzel,
Nils Strodthoff,
2020,
Bioinformatics.
Alexander Binder,
Wojciech Samek,
Klaus-Robert Müller,
2016,
2016 IEEE International Conference on Image Processing (ICIP).
Alexander Binder,
Wojciech Samek,
Sebastian Lapuschkin,
2020,
ArXiv.
Wojciech Samek,
Markus Wenzel,
Nils Strodthoff,
2019,
BMC Bioinformatics.
Wojciech Samek,
Alicia Casals,
Vignesh Srinivasan,
2017,
2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
Thomas G. Dietterich,
Wojciech Samek,
Klaus-Robert Muller,
2020,
Proceedings of the IEEE.
Shinichi Nakajima,
Wojciech Samek,
Klaus-Robert Muller,
2020,
ArXiv.
Klaus-Robert Müller,
Wojciech Samek,
Armin W. Thomas,
2019,
OR/MLCN@MICCAI.
Wojciech Samek,
Markus Wenzel,
Nils Strodthoff,
2019,
bioRxiv.
Thomas Wiegand,
Sebastian Bosse,
Wojciech Samek,
2016,
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).
Comment on "Solving Statistical Mechanics Using VANs": Introducing saVANt - VANs Enhanced by Importance and MCMC Sampling
pdf
Shinichi Nakajima,
Klaus-Robert Müller,
Wojciech Samek,
2019,
ArXiv.
Stephanie Brandl,
Klaus-Robert Müller,
Wojciech Samek,
2016,
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).
Heiko Schwarz,
Detlev Marpe,
Thomas Wiegand,
2020,
2020 IEEE International Conference on Image Processing (ICIP).
Motoaki Kawanabe,
Alexander Binder,
Klaus-Robert Müller,
2013,
Comput. Vis. Image Underst..
Klaus-Robert Müller,
Wojciech Samek,
K. Müller,
2015,
2015 23rd European Signal Processing Conference (EUSIPCO).
Wojciech Samek,
W. Samek,
2020,
Nat. Mach. Intell..
Sebastian Bosse,
Thomas Wiegand,
Wojciech Samek,
2016,
2016 IEEE International Conference on Multimedia and Expo (ICME).
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models
pdf
Klaus-Robert Müller,
Thomas Wiegand,
Wojciech Samek,
2017,
ArXiv.
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2017,
GCPR.
Motoaki Kawanabe,
Wojciech Samek,
Klaus-Robert Muller,
2014,
IEEE Reviews in Biomedical Engineering.
Sebastian Bosse,
Klaus-Robert Müller,
Thomas Wiegand,
2018,
IEEE Transactions on Circuits and Systems for Video Technology.
Wojciech Samek,
Ahmed Osman,
W. Samek,
2019,
Comput. Vis. Image Underst..
Sebastian Bosse,
Thomas Wiegand,
Wojciech Samek,
2016,
2016 IEEE International Conference on Image Processing (ICIP).
Sebastian Bosse,
Thomas Wiegand,
Wojciech Samek,
2017,
GBCIC.
Sergio Cruces,
Wojciech Samek,
Rubén Martín-Clemente,
2019,
Entropy.
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2019,
Scientific Reports.
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2015,
PloS one.
Klaus-Robert Müller,
Wojciech Samek,
Grégoire Montavon,
2019,
IEEE transactions on neural networks and learning systems.
Wojciech Samek,
Nils Strodthoff,
Patrick Wagner,
2020,
IEEE Journal of Biomedical and Health Informatics.
Wojciech Samek,
Klaus-Robert Müller,
Patrick Wagner,
2019,
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
Sebastian Bosse,
Klaus-Robert Müller,
Wojciech Samek,
2019,
Digit. Signal Process..
MixMOOD: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures
pdf
Shengxiang Yang,
Wojciech Samek,
Miguel A. Molina-Cabello,
2020,
ArXiv.
Thomas Wiegand,
Wojciech Samek,
Klaus-Robert Müller,
2020,
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Motoaki Kawanabe,
Alexander Binder,
Klaus-Robert Müller,
2014,
Towards the Internet of Services.
Motoaki Kawanabe,
Wojciech Samek,
2014,
2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2016
.
Klaus-Robert Müller,
Wojciech Samek,
Simon Wiedemann,
2018,
2019 International Joint Conference on Neural Networks (IJCNN).
Sebastian Bosse,
Thomas Wiegand,
Wojciech Samek,
2018,
2018 25th IEEE International Conference on Image Processing (ICIP).
Wojciech Samek,
Hauke R. Heekeren,
Klaus-Robert Müller,
2018,
Front. Neurosci..
Klaus-Robert Müller,
Wojciech Samek,
Leila Arras,
2019,
BlackboxNLP@ACL.
Wojciech Samek,
Markus Wenzel,
Johanna Vielhaben,
2019,
2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR).
Klaus-Robert Müller,
Wojciech Samek,
Leila Arras,
2017,
WASSA@EMNLP.
Klaus-Robert Müller,
Wojciech Samek,
Cornelius Hellge,
2017,
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Wojciech Samek,
Klaus-Robert Müller,
Carmen Vidaurre,
2015
.
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2018
.
Wojciech Samek,
Ke Gu,
Guangtao Zhai,
2019,
Digit. Signal Process..
Wojciech Samek,
Alicia Casals,
Vignesh Srinivasan,
2018,
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Klaus-Robert Müller,
Thomas Wiegand,
Wojciech Samek,
2017
.
Wojciech Samek,
Klaus-Robert Müller,
Irene Winkler,
2015,
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
Wojciech Samek,
Simon Wiedemann,
Arturo Marban,
2020,
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
Shinichi Nakajima,
Klaus-Robert Müller,
Wojciech Samek,
2018,
IEEE Journal of Selected Topics in Signal Processing.
Sebastian Bosse,
Thomas Wiegand,
Wojciech Samek,
2018,
2018 Tenth International Conference on Quality of Multimedia Experience (QoMEX).
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2016,
J. Mach. Learn. Res..
Wojciech Samek,
Markus Wenzel,
Nils Strodthoff,
2020,
BMC Bioinformatics.
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Bach,
2016,
Journal of Neuroscience Methods.
Shinichi Nakajima,
Wojciech Samek,
Klaus-Robert Müller,
2020,
AAAI.
Wojciech Samek,
Sebastian Lapuschkin,
Klaus-Robert Müller,
2019,
Pattern Recognit..
Klaus-Robert Müller,
Wojciech Samek,
Hauke R. Heekeren,
2018,
ArXiv.
Wojciech Samek,
Serhan Gul,
Cornelius Hellge,
2016,
2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP).
Heiko Schwarz,
Detlev Marpe,
Thomas Wiegand,
2019,
IEEE Journal of Selected Topics in Signal Processing.
Alexander Binder,
Wojciech Samek,
Sebastian Lapuschkin,
2015,
Pattern Recognit..
Stephanie Brandl,
Klaus-Robert Müller,
Wojciech Samek,
2015,
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER).
Wojciech Samek,
Sebastian Lapuschkin,
Klaus-Robert Muller,
2019
.
Motoaki Kawanabe,
Klaus-Robert Müller,
Wojciech Samek,
2014,
Neural Computation.
Motoaki Kawanabe,
Shinichi Nakajima,
Klaus-Robert Müller,
2017,
Journal of neural engineering.
Alexander Binder,
Wojciech Samek,
Sebastian Lapuschkin,
2016,
ICANN.
Shinichi Nakajima,
Wojciech Samek,
Ercan E. Kuruoglu,
2019
.
Accurate and Robust Neural Networks for Security Related Applications Exampled by Face Morphing Attacks
pdf
Anna Hilsmann,
Peter Eisert,
Wojciech Samek,
2018,
ArXiv.
Counterstrike: Defending Deep Learning Architectures Against Adversarial Samples by Langevin Dynamics with Supervised Denoising Autoencoder
pdf
Shinichi Nakajima,
Klaus-Robert Müller,
Wojciech Samek,
2018,
ArXiv.
Learning the invisible: a hybrid deep learning-shearlet framework for limited angle computed tomography
pdf
Wojciech Samek,
Matti Lassas,
Gitta Kutyniok,
2018,
Inverse Problems.
Wojciech Samek,
Cornelius Hellge,
Thomas Schierl,
2018,
2018 IEEE Globecom Workshops (GC Wkshps).
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2013,
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
Anna Hilsmann,
Peter Eisert,
Wojciech Samek,
2020,
J. Inf. Secur. Appl..
Wojciech Samek,
2014,
it Inf. Technol..
Wojciech Samek,
Simon Wiedemann,
Temesgen Mehari,
2020,
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
Klaus-Robert Müller,
Wojciech Samek,
Franziska Horn,
2016,
PloS one.
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2018,
Scientific Reports.
Sebastian Bosse,
Thomas Wiegand,
Wojciech Samek,
2017,
2017 IEEE International Conference on Image Processing (ICIP).
Motoaki Kawanabe,
Klaus-Robert Müller,
Wojciech Samek,
2013,
NIPS.
Wojciech Samek,
Klaus-Robert Müller,
Felix Sattler,
2019,
IEEE Transactions on Neural Networks and Learning Systems.
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2019,
Explainable AI.
What is Unique in Individual Gait Patterns? Understanding and Interpreting Deep Learning in Gait Analysis
pdf
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2018,
ArXiv.
Sebastian Bosse,
Dominique Maniry,
Klaus-Robert Müller,
2016,
IEEE Transactions on Image Processing.
Wojciech Samek,
Tobias Schaeffter,
Nils Strodthoff,
2020,
Scientific Data.
Wojciech Samek,
Gabriel Curio,
Benjamin Blankertz,
2016,
NeuroImage.
Heiko Schwarz,
Detlev Marpe,
Thomas Wiegand,
2021,
ICIP 2021.
Thomas G. Dietterich,
Wojciech Samek,
Klaus-Robert Muller,
2020,
Proceedings of the IEEE.
Wojciech Samek,
Felix Sattler,
Arturo Marban,
2021,
IEEE Transactions on Network Science and Engineering.
Wojciech Samek,
Felix Sattler,
Roman Rischke,
2021,
IEEE Transactions on Neural Networks and Learning Systems.
Wojciech Samek,
Gitta Kutyniok,
Maximilian März,
2021,
International Journal of Computer Assisted Radiology and Surgery.
Klaus-Robert Müller,
Wojciech Samek,
Ulman Lindenberger,
2021,
J. Frankl. Inst..
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2019,
Pattern Recognit..
Wojciech Samek,
Sebastian Lapuschkin,
David Neumann,
2019,
Inf. Fusion.
Wojciech Samek,
Sebastian Lapuschkin,
Daniel Becking,
2020,
xxAI@ICML.
Alexander Binder,
Wojciech Samek,
Sebastian Lapuschkin,
2020,
Inf. Fusion.
Wojciech Samek,
Tobias Schaeffter,
Nils Strodthoff,
2020,
IEEE Journal of Biomedical and Health Informatics.
Wojciech Samek,
Grégoire Montavon,
Jonas Lederer,
2021,
ArXiv.
Isabelle Augenstein,
Rita Cucchiara,
Wojciech Samek,
2021,
Inf. Fusion.
Wojciech Samek,
Sebastian Lapuschkin,
Daniel Becking,
2021
.
Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy
pdf
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2021,
ArXiv.
Alexander Binder,
Wojciech Samek,
Sebastian Lapuschkin,
2020,
2020 25th International Conference on Pattern Recognition (ICPR).
Klaus-Robert Müller,
Wojciech Samek,
Sebastian Lapuschkin,
2021,
Proceedings of the IEEE.
Wojciech Samek,
Felix Sattler,
Dan Li,
2021,
ArXiv.
On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy
pdf
Alexander Binder,
Wojciech Samek,
Klaus-Robert Muller,
2021,
ArXiv.
Shinichi Nakajima,
Klaus-Robert Müller,
Wojciech Samek,
2020,
Physical review. E.
Alexander Binder,
Klaus-Robert Müller,
Wojciech Samek,
2016
.
Sebastian Bosse,
Dominique Maniry,
Klaus-Robert Müller,
2016
.
Wojciech Samek,
Tom Chau,
Carmen Vidaurre,
2022
.
Alexander Binder,
Wojciech Samek,
Sebastian Bach,
2016
.
Sebastian Bosse,
Klaus-Robert Müller,
Thomas Wiegand,
2017,
Journal of neural engineering.