| 2025 | ACL | Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation. | Yuxuan Zhou, Margret Keuper, Mario Fritz |
| 2025 | ICCV | AIM: Amending Inherent Interpretability via Self-Supervised Masking. | Eyad Alshami, Shashank Agnihotri, Bernt Schiele, Margret Keuper |
| 2025 | ICCV | Tikzero: Zero-Shot Text-Guided Graphics Program Synthesis. | Jonas Belouadi, Eddy Ilg, Margret Keuper, Hideki Tanaka, Masao Utiyama, Raj Dabre, Steffen Eger, Simone Paolo Ponzetto |
| 2025 | ICLR | Can We Talk Models Into Seeing the World Differently? | Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper |
| 2025 | ICLR | VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis. | Yumeng Li, William H. Beluch, Margret Keuper, Dan Zhang, Anna Khoreva |
| 2025 | ICML | DCBM: Data-Efficient Visual Concept Bottleneck Models. | Katharina Prasse, Patrick Knab, Sascha Marton, Christian Bartelt, Margret Keuper |
| 2025 | ICRA | Segment Any Repeated Object. | Yushi Liu, Christian Graf, Markus Spies, Margret Keuper |
| 2025 | WACV | FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training. | Tejaswini Medi, Steffen Jung, Margret Keuper |
| 2025 | WACV | I Spy with My Little Eye a Minimum Cost Multicut Investigation of Dataset Frames. | Katharina Prasse, Isaac Bravo, Stefanie Walter, Margret Keuper |
| 2024 | ECCV | Improving Feature Stability During Upsampling - Spectral Artifacts and the Importance of Spatial Context. | Shashank Agnihotri, Julia Grabinski, Margret Keuper |
| 2024 | ICCP | Task Driven Sensor Layouts - Joint Optimization of Pixel Layout and Network Parameters. | Hendrik Sommerhoff, Shashank Agnihotri, Mohamed Saleh, Michael Moeller, Margret Keuper, Bhaskar Choubey, Andreas Kolb |
| 2024 | ICLR | Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive. | Yumeng Li, Margret Keuper, Dan Zhang, Anna Khoreva |
| 2024 | ICML | MultiMax: Sparse and Multi-Modal Attention Learning. | Yuxuan Zhou, Mario Fritz, Margret Keuper |
| 2024 | ICML | CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks. | Shashank Agnihotri, Steffen Jung, Margret Keuper |
| 2024 | ICML | Implicit Representations for Constrained Image Segmentation. | Jan Philipp Schneider, Mishal Fatima, Jovita Lukasik, Andreas Kolb, Margret Keuper, Michael Moeller |
| 2023 | BMVC | Divide & Bind Your Attention for Improved Generative Semantic Nursing. | Yumeng Li, Margret Keuper, Dan Zhang, Anna Khoreva |
| 2023 | CVPR | An Extended Study of Human-like Behavior under Adversarial Training. | Paul Gavrikov, Janis Keuper, Margret Keuper |
| 2023 | ICLR | Neural Architecture Design and Robustness: A Dataset. | Steffen Jung, Jovita Lukasik, Margret Keuper |
| 2023 | WACV | Intra-Source Style Augmentation for Improved Domain Generalization. | Yumeng Li, Dan Zhang, Margret Keuper, Anna Khoreva |
| 2022 | BMVC | SP-ViT: Learning 2D Spatial Priors for Vision Transformers. | Yuxuan Zhou, Wangmeng Xiang, Chao Li, Biao Wang, Xihan Wei, Lei Zhang, Margret Keuper, Xian-Sheng Hua |
| 2022 | ECCV | FrequencyLowCut Pooling - Plug and Play Against Catastrophic Overfitting. | Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper |
| 2022 | ECCV | Learning Where to Look - Generative NAS is Surprisingly Efficient. | Jovita Lukasik, Steffen Jung, Margret Keuper |
| 2022 | ICLR | Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks. | Arber Zela, Julien Niklas Siems, Lucas Zimmer, Jovita Lukasik, Margret Keuper, Frank Hutter |
| 2021 | AAAI | Spectral Distribution Aware Image Generation. | Steffen Jung, Margret Keuper |
| 2021 | ICCV | Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation. | Amrutha Saseendran, Kathrin Skubch, Margret Keuper |
| 2021 | IJCAI | Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis. | Yang He, Ning Yu, Margret Keuper, Mario Fritz |
| 2021 | IJCNN | SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain. | Paula Harder, Franz-Josef Pfreundt, Margret Keuper, Janis Keuper |
| 2021 | IJCNN | Smooth Variational Graph Embeddings for Efficient Neural Architecture Search. | Jovita Lukasik, David Friede, Arber Zela, Frank Hutter, Margret Keuper |
| 2021 | UAI | Uncertainty in minimum cost multicuts for image and motion segmentation. | Amirhossein Kardoost, Margret Keuper |
| 2020 | ACCV | A Two-Stage Minimum Cost Multicut Approach to Self-supervised Multiple Person Tracking. | Kalun Ho, Amirhossein Kardoost, Franz-Josef Pfreundt, Janis Keuper, Margret Keuper |
| 2020 | ACCV | Self-supervised Sparse to Dense Motion Segmentation. | Amirhossein Kardoost, Kalun Ho, Peter Ochs, Margret Keuper |
| 2020 | CVPR | Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions. | Ricard Durall, Margret Keuper, Janis Keuper |
| 2020 | ICPR | Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches. | Kalun Ho, Janis Keuper, Franz-Josef Pfreundt, Margret Keuper |
| 2020 | ICPR | Object Segmentation Tracking from Generic Video Cues. | Amirhossein Kardoost, Sabine Mller, Joachim Weickert, Margret Keuper |
| 2020 | SC | A Benders Decomposition Approach to Correlation Clustering. | Jovita Lukasik, Margret Keuper, Maneesh Singh, Julian Yarkony |
| 2018 | ACCV | Solving Minimum Cost Lifted Multicut Problems by Node Agglomeration. | Amirhossein Kardoost, Margret Keuper |
| 2018 | ECCV | Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation. | Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox |
| 2017 | CVPR | STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling. | Yang He, Wei-Chen Chiu, Margret Keuper, Mario Fritz |
| 2017 | CVPR | FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks. | Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox |
| 2017 | ICCV | Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation. | Margret Keuper |
| 2017 | ICCV | ProbFlow: Joint Optical Flow and Uncertainty Estimation. | Anne S. Wannenwetsch, Margret Keuper, Stefan Roth |
| 2016 | ECCV | Point-Wise Mutual Information-Based Video Segmentation with High Temporal Consistency. | Margret Keuper, Thomas Brox |
| 2015 | ICCV | Motion Trajectory Segmentation via Minimum Cost Multicuts. | Margret Keuper, Bjoern Andres, Thomas Brox |
| 2015 | ICCV | Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts. | Margret Keuper, Evgeny Levinkov, Nicolas Bonneel, Guillaume Lavou, Thomas Brox, Bjoern Andres |
| 2014 | CVPR | Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation. | Fabio Galasso, Margret Keuper, Thomas Brox, Bernt Schiele |
| 2013 | CVPR | Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF). | Margret Keuper, Thorsten Schmidt, Maja Temerinac-Ott, Jan Padeken, Patrick Heun, Olaf Ronneberger, Thomas Brox |
| 2010 | ICPR | Mean Shift Gradient Vector Flow: A Robust External Force Field for 3D Active Surfaces. | Margret Keuper, Hans Burkhardt, Olaf Ronneberger, Jan Padeken, Patrick Heun |
| 2010 | ICPR | 3D Deformable Surfaces with Locally Self-Adjusting Parameters - A Robust Method to Determine Cell Nucleus Shapes. | Margret Keuper, Thorsten Schmidt, Jan Padeken, Patrick Heun, Klaus Palme, Hans Burkhardt, Olaf Ronneberger |
| 2010 | ICPR | Evaluation of a New Point Clouds Registration Method Based on Group Averaging Features. | Maja Temerinac-Ott, Margret Keuper, Hans Burkhardt |
| 2009 | ISVC | A 3D Active Surface Model for the Accurate Segmentation of | Margret Keuper, Jan Padeken, Patrick Heun, Hans Burkhardt, Olaf Ronneberger |