| 3d morphable face models—past, present, and future B Egger, WAP Smith, A Tewari, S Wuhrer, M Zollhoefer, T Beeler, ... ACM Transactions on Graphics (TOG) 39 (5), 1-38, 2020 | 31 | 2020 |
| Occlusion-aware 3d morphable models and an illumination prior for face image analysis B Egger, S Schönborn, A Schneider, A Kortylewski, A Morel-Forster, ... International Journal of Computer Vision 126 (12), 1269-1287, 2018 | 30 | 2018 |
| Unsupervised footwear impression analysis and retrieval from crime scene data A Kortylewski, T Albrecht, T Vetter Asian Conference on Computer Vision, 644-658, 2014 | 29 | 2014 |
| Empirically analyzing the effect of dataset biases on deep face recognition systems A Kortylewski, B Egger, A Schneider, T Gerig, A Morel-Forster, T Vetter Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 27 | 2018 |
| Analyzing and reducing the damage of dataset bias to face recognition with synthetic data A Kortylewski, B Egger, A Schneider, T Gerig, A Morel-Forster, T Vetter Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 22 | 2019 |
| Training deep face recognition systems with synthetic data A Kortylewski, A Schneider, T Gerig, B Egger, A Morel-Forster, T Vetter arXiv preprint arXiv:1802.05891, 2018 | 21 | 2018 |
| Probabilistic Compositional Active Basis Models for Robust Pattern Recognition. A Kortylewski, T Vetter British Machine Vision Conference, 2016 | 21 | 2016 |
| Model-based image analysis for forensic shoe print recognition A Kortylewski University_of_Basel, 2017 | 19 | 2017 |
| Combining compositional models and deep networks for robust object classification under occlusion A Kortylewski, Q Liu, H Wang, Z Zhang, A Yuille Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020 | 12 | 2020 |
| Greedy Structure Learning of Hierarchical Compositional Models A Kortylewski, C Blumer, A Wiezcorek, M Wieser, S Parbhoo, MF Andreas, ... Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019 | 11* | 2019 |
| PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning C Yang, A Kortylewski, C Xie, Y Cao, A Yuille Proceedings of the European Conference on Computer Vision (ECCV), 2020 | 10 | 2020 |
| Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion A Kortylewski, J He, Q Liu, A Yuille Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2020 | 8 | 2020 |
| SkelNetOn 2019 Dataset and Challenge on Deep Learning for Geometric Shape Understanding I Demir, C Hahn, K Leonard, G Morin, D Rahbani, A Panotopoulou, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019 | 8 | 2019 |
| TDMPNet: Prototype Network with Recurrent Top-Down Modulation for Robust Object Classification Under Partial Occlusion M Xiao, A Kortylewski, R Wu, S Qiao, W Shen, A Yuille European Conference on Computer Vision, 447-463, 2020 | 7* | 2020 |
| Robust Object Detection under Occlusion with Context-Aware CompositionalNets A Wang, Y Sun, A Kortylewski, A Yuille Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2020 | 5 | 2020 |
| Informed MCMC with Bayesian Neural Networks for Facial Image Analysis A Kortylewski, M Wieser, A Morel-Forster, A Wieczorek, S Parbhoo, ... Advances in Neural Information Processing Systems, Bayesian Deep Learning …, 2018 | 4 | 2018 |
| Compositional convolutional neural networks: A robust and interpretable model for object recognition under occlusion A Kortylewski, Q Liu, A Wang, Y Sun, A Yuille International Journal of Computer Vision, 2020 | 3 | 2020 |
| Compositional Convolutional Networks For Robust Object Classification under Occlusion. A Kortylewski, Q Liu, H Wang, Z Zhang, AL Yuille | 3 | 2019 |
| Can Synthetic Faces Undo the Damage of Dataset Bias to Face Recognition and Facial Landmark Detection? A Kortylewski, B Egger, A Morel-Forster, A Schneider, T Gerig, C Blumer, ... arXiv preprint arXiv:1811.08565, 2018 | 2 | 2018 |
| Robust Instance Segmentation through Reasoning about Multi-Object Occlusion X Yuan, A Kortylewski, Y Sun, A Yuille arXiv preprint arXiv:2012.02107, 2020 | | 2020 |
Thomas VetterProfessor in Computer Science, University of Basel Verified email at unibas.ch
