Philipp Berens
Eberhard Karls Universität Tübingen
H-index: 40
Europe-Germany
Top articles of Philipp Berens
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Visualizing single-cell data with the neighbor embedding spectrum | bioRxiv | Sebastian Damrich Manuel V Klockow Philipp Berens Fred A Hamprecht Dmitry Kobak | 2024 |
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations | arXiv preprint arXiv:2402.12231 | Jonas Beck Nathanael Bosch Michael Deistler Kyra L Kadhim Jakob H Macke | 2024/2/19 |
The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense | bioRxiv | Jan Lause Dmitry Kobak Philipp Berens | 2024 |
Leveraging Probabilistic Segmentation Models for Improved Glaucoma Diagnosis: A Clinical Pipeline Approach | Anna M Wundram Paul Fischer Stephan Wunderlich Hanna Faber Lisa M Koch | 2024/2/13 | |
Interpretable detection of epiretinal membrane from optical coherence tomography with deep neural networks | Scientific Reports | Murat Seçkin Ayhan Jonas Neubauer Mehmet Murat Uzel Faik Gelisken Philipp Berens | 2024/4/11 |
Efficiently correcting patch-based segmentation errors to control image-level performance | Patrick Köhler Jeremiah Fadugba Philipp Berens Lisa M Koch | 2024/2/13 | |
Sustained ON alpha retinal ganglion cells in the temporal retina exhibit task-specific regional adaptions in dendritic signal integration | bioRxiv | Jonathan Oesterle Yanli Ran Paul Stahr Jason ND Kerr Timm Schubert | 2024 |
Estimating Causal Effects with Double Machine Learning--A Method Evaluation | arXiv preprint arXiv:2403.14385 | Jonathan Fuhr Philipp Berens Dominik Papies | 2024/3/21 |
GABAergic amacrine cells balance biased chromatic information in the mouse retina | bioRxiv | Marili M Korympidou Sarah Strauss Timm Schubert Katrin Franke Philipp Berens | 2024 |
A computational approach to visual ecology with deep reinforcement learning | arXiv preprint arXiv:2402.05266 | Sacha Sokoloski Jure Majnik Philipp Berens | 2024/2/7 |
Disentangling representations of retinal images with generative models | arXiv preprint arXiv:2402.19186 | Sarah Müller Lisa M Koch Hendrik Lensch Philipp Berens | 2024/2/29 |
Sparse Activations for Interpretable Disease Grading | Christian F Baumgartner Kerol R Djoumessi Donteu Indu Ilanchezian Laura Kühlewein Hanna Faber | 2023/7/12 | |
Self-supervised Visualisation of Medical Image Datasets | arXiv preprint arXiv:2402.14566 | Ifeoma Veronica Nwabufo Jan Niklas Böhm Philipp Berens Dmitry Kobak | 2024/2/22 |
Persistent homology for high-dimensional data based on spectral methods | arXiv preprint arXiv:2311.03087 | Sebastian Damrich Philipp Berens Dmitry Kobak | 2023/11/6 |
Correction to: Probabilistic solvers enable a straight-forward exploration of numerical uncertainty in neuroscience models | Journal of Computational Neuroscience | Jonathan Oesterle Nicholas Krämer Philipp Hennig Philipp Berens | 2023 |
Multitask Learning for Activity Detection in Neovascular Age-Related Macular Degeneration | Translational Vision Science & Technology | Murat Seçkin Ayhan Hanna Faber Laura Kühlewein Werner Inhoffen Gulnar Aliyeva | 2023/4/3 |
Maximally discriminative stimuli for functional cell type identification | Max F Burg Thomas Zenkel Michaela Vystrčilová Jonathan Oesterle Larissa Höfling | 2023/10/13 | |
Machine Learning for Science: Bridging Data-Driven and Mechanistic Modelling (Dagstuhl Seminar 22382) | Philipp Berens Kyle Cranmer Neil D Lawrence Ulrike von Luxburg Jessica Montgomery | 2023 | |
Deep Hypothesis Tests Detect Clinically Relevant Subgroup Shifts in Medical Images | arXiv preprint arXiv:2303.04862 | Lisa M Koch Christian M Schürch Christian F Baumgartner Arthur Gretton Philipp Berens | 2023/3/8 |
Compound models and Pearson residuals for normalization of single-cell RNA-seq data without UMIs | bioRxiv | Jan Lause Christoph Ziegenhain Leonard Hartmanis Philipp Berens Dmitry Kobak | 2023/8/5 |
Co-Authors
