Publications
2022
Fita, E, Damrich, S and Hamprecht, F A (2022).
The Algebraic Path Problem for Graph Metrics.
39th International Conference on Machine Learning, PMLR. Proceedings .
162 19178-19204
Garrido, Q, Damrich, S, Jäger, A, Cerletti, D, Claassen, M, Najman, L and Hamprecht, F A (2022).
Visualizing hierarchies in scRNA-seq data using a density tree-biased autoencoder.
Bioinformatics. arXiv preprint.
38 (Suppl 1) i316-i324
2021
Milbich, T, Roth, K, Sinha, S, Schmidt, L, Ghassemi, M and Ommer, B (2021).
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning.
https://arxiv.org/abs/2107.09562 Vijayan, A, Tofanelli, R, Strauss, S, Cerrone, L, Wolny, A, Strohmeier, J, Kreshuk, A, Hamprecht, F A, Smith, R S and Schneitz, K (2021).
A Digital 3D Reference Atlas Reveals Cellular Growth Patterns Shaping the Arabidopsis Ovule.
eLife Schütz, L M, Louveaux, M, Vilches-Barro, A, Bouziri, S, Cerrone, L, Wolny, A, Kreshuk, A, Hamprecht, F A and Maizel, A (2021).
Integration of Cell Growth and Asymmetric Division during Lateral Root Initiation in Arabidopsis thaliana.
Plant and Cell Physiology.
62 1269-1279
Pape, C, Remme, R, Wolny, A, Olberg, S, Wolf, S, Cerrone, L, Cortese, M, Klaus, S, Lucic, B, Ullrich, S, Anders-Össwein, M, Wolf, S, Cerikan, B, Neufeldt, C J, Ganter, M, Schnitzler, P, Merle, U, Lusic, M, Boulant, S, Stanifer, M, Bartenschlager, R, Hamprecht, F A, Kreshuk, A, Tischer, C, Kräusslich, H - G, Müller, B and Laketa, V (2021).
Microscopy-based assay for semi-quantitative detection of SARS-CoV-2 specific antibodies in human sera.
BioEssays.
43 Arlt, H, Sui, X, Folger, B, Adams, C, Chen, X, Remme, R, Hamprecht, F A, DiMaio, F, Liao, M, Goodman, J M, Farese, R V and Walther, T C (2021).
Seipin forms a flexible cage at lipid droplet formation sites. bioRxiv
Islam, M Amirul, Kowal, M, Esser, P, Jia, S, Ommer, B, Derpanis, K G and Bruce, N (2021).
Shape or Texture: Understanding Discriminative Features in CNNs.
International Conference on Learning Representations (ICLR) Dorkenwald, M, Milbich, T, Blattmann, A, Rombach, R, Derpanis, K G and Ommer, B (2021).
Stochastic Image-to-Video Synthesis usin cINNs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Pages