Philipp Berens
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
3
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | MICCAI | A Hybrid Fully Convolutional CNN-Transformer Model for Inherently Interpretable Disease Detection from Retinal Fundus Images. | Kerol Djoumessi, Samuel Ofosu Mensah, Philipp Berens |
| 2025 | MICCAI | Prototype-Guided and Lightweight Adapters for Inherent Interpretation and Generalisation in Federated Learning. | Samuel Ofosu Mensah, Kerol Djoumessi, Philipp Berens |
| 2025 | MICCAI | Learning Disease State from Noisy Ordinal Disease Progression Labels. | Gustav Schmidt, Holger Heidrich, Philipp Berens, Sarah Mller |
| 2024 | ICLR | Most discriminative stimuli for functional cell type clustering. | Max F. Burg, Thomas Zenkel, Michaela Vystrcilov, Jonathan Oesterle, Larissa Hfling, Konstantin F. Willeke, Jan Lause, Sarah Mller, Paul G. Fahey, Zhiwei Ding, Kelli Restivo, Shashwat Sridhar, Tim Gollisch, Philipp Berens, Andreas S. Tolias, Thomas Euler, Matthias Bethge, Alexander S. Ecker |
| 2024 | ICML | Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations. | Jonas Beck, Nathanael Bosch, Michael Deistler, Kyra L. Kadhim, Jakob H. Macke, Philipp Hennig, Philipp Berens |
| 2024 | MICCAI | This Actually Looks Like that: Proto-BagNets for Local and Global Interpretability-by-Design. | Kerol Djoumessi, Bubacarr Bah, Laura Khlewein, Philipp Berens, Lisa M. Koch |
| 2024 | MICCAI | Interpretable-by-Design Deep Survival Analysis for Disease Progression Modeling. | Julius Gervelmeyer, Sarah Mller, Kerol Djoumessi, David Merle, Simon J. Clark, Lisa M. Koch, Philipp Berens |
| 2023 | ICLR | Unsupervised visualization of image datasets using contrastive learning. | Jan Niklas Bhm, Philipp Berens, Dmitry Kobak |
| 2022 | MICCAI | Visual Explanations for the Detection of Diabetic Retinopathy from Retinal Fundus Images. | Valentyn Boreiko, Indu Ilanchezian, Murat Sekin Ayhan, Sarah Mller, Lisa M. Koch, Hanna Faber, Philipp Berens, Matthias Hein |
| 2021 | ICML | MorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space. | Sophie Laturnus, Philipp Berens |
| 2021 | MICCAI | Interpretable Gender Classification from Retinal Fundus Images Using BagNets. | Indu Ilanchezian, Dmitry Kobak, Hanna Faber, Focke Ziemssen, Philipp Berens, Murat Sekin Ayhan |