Publications
2021
Conference
IEEE International Conference on Computer Vision (ICCV), 2021
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshops, Jun 2021
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Workshops, Jun 2021
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL), 2021
Bag of Baselines for Multi-Objective Joint Neural Architecture Search and Hyperparameter Optimization
Paper
Code/data
ICML Workshop on Automated Machine Learning (AutoML), 2021
German Conference on Pattern Recognition (GCPR), 2021
AAAI Conference on Artificial Intelligence, 2021
2020
Journal
International Journal of Computer Vision, 128: 756-769, 2020
IEEE Transactions on Pattern Analysis and Machine Intelligence, 42(1): 140-153, Jan 2020
Conference
Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins
Paper
doi>
MICCAI Workshop on Medical Image Learning with Less Labels and Imperfect Data, Springer, Vol.12446, 2020
International Conference on Learning Representations (ICLR), 2020
International Conference on Learning Representations (ICLR), 2020
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020
DiskMask: Focusing Object Features for Accurate Instance Segmentation of Elongated or Overlapping Objects
Paper
doi>
IEEE International Symposium on Biomedical Imaging (ISBI), 2020
IEEE International Conference on Robotics and Automation (ICRA), 2020
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior
Paper
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR): 4354-4363, 2020
Advances in Neural Information Processing Systems (NeurIPS), Curran Associates, Inc., Vol.33: 22605--22618, 2020
Others
PhD thesis from Albert-Ludwigs-Universität Freiburg, 2020
2019
Journal
Single-cell profiling identifies myeloid cell subsets with distinct fates during neuroinflammation
doi>
Science, 363(6425): eaat7554, Jan 2019
Nature Methods, 16: 67-70, 2019
Journal of Optimization Theory and Applications, 2019
Conference
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE: 5542--5549, Nov 2019
IEEE International Symposium on Biomedical Imaging (ISBI), 2019
IEEE International Conference on Machine Learning (ICML), 2019
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction
Paper
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019
IEEE International Conference on Computer Vision (ICCV), 2019