Female, white, 27? Bias Evaluation on Data and Algorithms for Affect Recognition in Faces J Pahl, I Rieger, A Möller, T Wittenberg, U Schmid Proceedings of the ACM Conference on Fairness, Accountability, and …, 2022 | 18 | 2022 |
Uncovering the Bias in Facial Expressions J Deuschel, B Finzel, I Rieger Kolloquium Forschende Frauen 2020 - Gender in Gesellschaft 4.0: Beiträge …, 2021 | 18 | 2021 |
Multi-label class balancing algorithm for action unit detection J Pahl, I Rieger, D Seuss 3rd Place in Affective Behavior Analysis in-the-wild (ABAW) challenge at the …, 2020 | 14 | 2020 |
Towards real-time head pose estimation: Exploring parameter-reduced residual networks on in-the-wild datasets I Rieger, T Hauenstein, S Hettenkofer, JU Garbas Advances and Trends in Artificial Intelligence. From Theory to Practice …, 2019 | 13 | 2019 |
Verifying Deep Learning-based Decisions for Facial Expression Recognition I Rieger, R Kollmann, B Finzel, D Seuss, U Schmid Proceedings of the 28th European Symposium on Artificial Neural Networks …, 2020 | 7 | 2020 |
Unique Class Group Based Multi-Label Balancing Optimizer for Action Unit Detection I Rieger, J Pahl, D Seuss 15th IEEE International Conference on Automatic Face and Gesture Recognition …, 2020 | 6 | 2020 |
CorrLoss: Integrating Co-Occurrence Domain Knowledge for Affect Recognition I Rieger, J Pahl, B Finzel, U Schmid 2022 26th International Conference on Pattern Recognition (ICPR), 798-804, 2022 | 4 | 2022 |
Deriving temporal prototypes from saliency map clusters for the analysis of deep-learning-based facial action unit classification B Finzel, R Kollmann, I Rieger, J Pahl, U Schmid Proceedings of the LWDA 2021 Workshops: FGWM, KDML, FGWI-BIA, and FGIR, 2021 | 4 | 2021 |
Multi-label Learning with Missing Values using Combined Facial Action Unit Datasets J Pahl, I Rieger, D Seuss 37th International Conference on Machine Learning (ICML) 2020, 1st Workshop …, 2020 | 4 | 2020 |
Make pain estimation transparent: a roadmap to fuse bayesian deep learning and inductive logic programming I Rieger, B Finzel, D Seuß, T Wittenberg, U Schmid IEEE EMBS, 2019 | 2 | 2019 |
Head Pose Estimation using Deep Learning I Rieger Master's Thesis, University of Bamberg, 2018 | 2 | 2018 |
Domain-specific evaluation of visual explanations for application-grounded facial expression recognition B Finzel, I Rieger, S Kuhn, U Schmid International Cross-Domain Conference for Machine Learning and Knowledge …, 2023 | 1 | 2023 |
An Embedding is Worth a Thousand Noisy Labels F Di Salvo, S Doerrich, I Rieger, C Ledig arXiv preprint arXiv:2408.14358, 2024 | | 2024 |
Regularization by Integrating Co-Occurrence Domain Knowledge for Affect Recognition (Extended Abstract) I Rieger, J Pahl, B Finzel, U Schmid 45th German Conference on Artificial Intelligence (2022) Workshop for Robust …, 2022 | | 2022 |