Central moment discrepancy (CMD) for domain-invariant representation learning W Zellinger, T Grubinger, E Lughofer, T Natschläger, S Saminger-Platz International Conference on Learning Representations (ICLR), 2017 | 658 | 2017 |
Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment W Zellinger, BA Moser, T Grubinger, E Lughofer, T Natschläger, ... Information Sciences 483, 174-191, 2019 | 95 | 2019 |
Domain-Invariant Partial Least Squares Regression R Nikzad-Langerodi, W Zellinger, E Lughofer, S Saminger-Platz Analytical chemistry, 6693-6701, 2018 | 87 | 2018 |
Wild patterns reloaded: A survey of machine learning security against training data poisoning AE Cinà, K Grosse, A Demontis, S Vascon, W Zellinger, BA Moser, ... ACM Computing Surveys, 2023 | 78 | 2023 |
Domain adaptation for regression under Beer–Lambert’s law R Nikzad-Langerodi, W Zellinger, S Saminger-Platz, BA Moser Knowledge-Based Systems, 106447, 2020 | 60 | 2020 |
Ai system engineering—key challenges and lessons learned L Fischer, L Ehrlinger, V Geist, R Ramler, F Sobiezky, W Zellinger, ... Machine Learning and Knowledge Extraction 3 (1), 56-83, 2020 | 48 | 2020 |
Mixture Density Generative Adversarial Networks H Eghbal-zadeh, W Zellinger, G Widmer IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5820-5829, 2019 | 47 | 2019 |
Multi-source transfer learning of time series in cyclical manufacturing W Zellinger, T Grubinger, M Zwick, E Lughofer, H Schöner, T Natschläger, ... Journal of Intelligent Manufacturing 31, 777-787, 2020 | 30 | 2020 |
Beyond federated learning: On confidentiality-critical machine learning applications in industry W Zellinger, V Wieser, M Kumar, D Brunner, N Shepeleva, R Gálvez, ... Procedia Computer Science 180, 734-743, 2021 | 23 | 2021 |
On a regularization of unsupervised domain adaptation in RKHS ER Gizewski, L Mayer, BA Moser, DH Nguyen, S Pereverzyev Jr, ... Applied and Computational Harmonic Analysis 57, 201-227, 2022 | 19 | 2022 |
On generalization in moment-based domain adaptation W Zellinger, BA Moser, S Saminger-Platz Annals of Mathematics and Artificial Intelligence 89, 333-369, 2021 | 14* | 2021 |
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation MC Dinu, M Holzleitner, M Beck, HD Nguyen, A Huber, H Eghbal-zadeh, ... International Conference on Learning Representations (ICLR), notable-top-5%, 2023 | 10 | 2023 |
On Data Augmentation and Adversarial Risk: An Empirical Analysis H Eghbal-zadeh, K Koutini, P Primus, V Haunschmid, M Lewandowski, ... ICLR Workshop Towards Trustworthy Machine Learning, 2020 | 10 | 2020 |
Linear optimization approach for depth range adaption of stereoscopic videos W Zellinger, BA Moser, A Chouikhi, F Seitner, M Nezveda, M Gelautz Stereoscopic Displays and Applications XXVII 2016 (5), 1-6, 2016 | 10 | 2016 |
Trifocal system for high-quality inter-camera mapping and virtual view synthesis F Seitner, M Nezveda, M Gelautz, G Braun, C Kapeller, W Zellinger, ... 2015 International Conference on 3D Imaging (IC3D), 1-8, 2015 | 10 | 2015 |
The balancing principle for parameter choice in distance-regularized domain adaptation W Zellinger, N Shepeleva, MC Dinu, H Eghbal-zadeh, H Nguyen, ... Advances in Neural Information Processing Systems (NeurIPS) 34, 2021 | 9 | 2021 |
Few-Shot Learning by Dimensionality Reduction in Gradient Space M Gauch, M Beck, T Adler, D Kotsur, S Fiel, H Eghbal-zadeh, ... Conference on Lifelong Learning Agents (CoLLAs), 2022 | 6 | 2022 |
On the optimization of material usage in power transformer manufacturing G Chasparis, W Zellinger, V Haunschmid, M Riedenbauer, R Stumptner 2016 IEEE 8th International Conference on Intelligent Systems (IS), 680-685, 2016 | 5 | 2016 |
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy N Shepeleva, W Zellinger, M Lewandowski, B Moser ICLR Workshop on Neural Architecture Search, 2020 | 4 | 2020 |
Improving Visual Discomfort Prediction for Stereoscopic Images via Disparity-based Contrast. W Zellinger, B Moser Journal of Imaging Science and Technology, 1-8, 2016 | 4 | 2016 |