| Uncertainty estimates and multi-hypotheses networks for optical flow E Ilg, O Cicek, S Galesso, A Klein, O Makansi, F Hutter, T Brox Proceedings of the European Conference on Computer Vision (ECCV), 652-667, 2018 | 252 | 2018 |
| Overcoming limitations of mixture density networks: A sampling and fitting framework for multimodal future prediction O Makansi, E Ilg, O Cicek, T Brox Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 209 | 2019 |
| End-to-end learning of video super-resolution with motion compensation O Makansi, E Ilg, T Brox Pattern Recognition: 39th German Conference, GCPR 2017, Basel, Switzerland …, 2017 | 64 | 2017 |
| Fighting class imbalance with contrastive learning Y Marrakchi, O Makansi, T Brox International conference on medical image computing and computer-assisted …, 2021 | 46 | 2021 |
| On exposing the challenging long tail in future prediction of traffic actors O Makansi, Ö Cicek, Y Marrakchi, T Brox Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 43 | 2021 |
| Multimodal future localization and emergence prediction for objects in egocentric view with a reachability prior O Makansi, O Cicek, K Buchicchio, T Brox Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 43 | 2020 |
| You mostly walk alone: Analyzing feature attribution in trajectory prediction O Makansi, J Von Kügelgen, F Locatello, P Gehler, D Janzing, T Brox, ... arXiv preprint arXiv:2110.05304, 2021 | 33 | 2021 |
| A data augmentation perspective on diffusion models and retrieval MF Burg, F Wenzel, D Zietlow, M Horn, O Makansi, F Locatello, C Russell arXiv, 2023 | 22 | 2023 |
| Modelling long-term thermal comfort conditions in urban environments using a deep convolutional encoder-decoder as a computational shortcut F Briegel, O Makansi, T Brox, A Matzarakis, A Christen Urban Climate 47, 101359, 2023 | 14 | 2023 |
| Image retrieval outperforms diffusion models on data augmentation MF Burg, F Wenzel, D Zietlow, M Horn, O Makansi, F Locatello, C Russell arXiv preprint arXiv:2304.10253, 2023 | 7 | 2023 |
| Fusionnet and augmentedflownet: Selective proxy ground truth for training on unlabeled images O Makansi, E Ilg, T Brox arXiv preprint arXiv:1808.06389, 2018 | 5 | 2018 |
| Mixture distribution estimation for future prediction T Brox, O Makansi, Ö Cicek, ILG Eddy US Patent 12,014,270, 2024 | 2 | 2024 |
| Computer-implemented method for multimodal egocentric future prediction O Makansi, C Özgün, T Brox, K Buchicchio, A Frédéric, R Bendahan US Patent App. 17/928,165, 2023 | | 2023 |
| Modelling mean radiant temperature in complex urban areas using a convolutional network approach F Briegel, O Makansi, T Brox, A Matzarakis, A Christen EGU General Assembly Conference Abstracts, EGU22-11416, 2022 | | 2022 |
| Future prediction with deep learning O Makansi Dissertation, Universität Freiburg, 2022, 2022 | | 2022 |
Thomas BroxUniversity of FreiburgEmail verificata su cs.uni-freiburg.de
