Margret Keuper
36 publications
15 venues
H Index 12
Affiliation
Mannheim University, GermanyUniversity of Siegen, Germany
Max Planck Institute for Informatics, Saarbr cken, Germany
Links
| Name | Venue | Year | citations |
|---|---|---|---|
MultiMax: Sparse and Multi-Modal Attention Learning.
|
ICML | 2024 | 0 |
| Implicit Representations for Constrained Image Segmentation.
|
ICML | 2024 | 0 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks.
|
ICML | 2024 | 0 |
| Improving Feature Stability During Upsampling - Spectral Artifacts and the Importance of Spatial Context.
|
ECCV | 2024 | 0 |
| Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive.
|
ICLR | 2024 | 0 |
| Neural Architecture Design and Robustness: A Dataset.
|
ICLR | 2023 | 0 |
| Higher-Order Multicuts for Geometric Model Fitting and Motion Segmentation.
|
TPAMI | 2023 | 0 |
| Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders.
|
NIPS/NeurIPS | 2022 | 1 |
| Learning Where to Look - Generative NAS is Surprisingly Efficient.
|
ECCV | 2022 | 2 |
| Aliasing and adversarial robust generalization of CNNs.
|
MLJ | 2022 | 2 |
| FrequencyLowCut Pooling - Plug and Play Against Catastrophic Overfitting.
|
ECCV | 2022 | 0 |
| Learning to Solve Minimum Cost Multicuts Efficiently Using Edge-Weighted Graph Convolutional Neural Networks.
|
ECML/PKDD | 2022 | 0 |
| Robust Models are less Over-Confident.
|
NIPS/NeurIPS | 2022 | 0 |
| Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks.
|
ICLR | 2022 | 0 |
| Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis.
|
IJCAI | 2021 | 15 |
| Uncertainty in minimum cost multicuts for image and motion segmentation.
|
UAI | 2021 | 0 |
| Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation.
|
ICCV | 2021 | 2 |
| Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders.
|
NIPS/NeurIPS | 2021 | 4 |
| SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain.
|
IJCNN | 2021 | 14 |
| Spectral Distribution Aware Image Generation.
|
AAAI | 2021 | 0 |
| Smooth Variational Graph Embeddings for Efficient Neural Architecture Search.
|
IJCNN | 2021 | 0 |
| A Two-Stage Minimum Cost Multicut Approach to Self-supervised Multiple Person Tracking.
|
ACCV | 2020 | 4 |
| Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions.
|
CVPR | 2020 | 134 |
| Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering.
|
TPAMI | 2020 | 164 |
| Self-supervised Sparse to Dense Motion Segmentation.
|
ACCV | 2020 | 3 |
| Unsupervised Bootstrapping of Active Learning for Entity Resolution.
|
ESWC | 2020 | 4 |
| Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation.
|
ECCV | 2018 | 153 |
| Solving Minimum Cost Lifted Multicut Problems by Node Agglomeration.
|
ACCV | 2018 | 16 |
| ProbFlow: Joint Optical Flow and Uncertainty Estimation.
|
ICCV | 2017 | 41 |
| Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation.
|
ICCV | 2017 | 23 |
| FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks.
|
CVPR | 2017 | 0 |
| STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling.
|
CVPR | 2017 | 0 |
| Motion Trajectory Segmentation via Minimum Cost Multicuts.
|
ICCV | 2015 | 179 |
| Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts.
|
ICCV | 2015 | 110 |
| Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation.
|
CVPR | 2014 | 85 |
| Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF).
|
CVPR | 2013 | 19 |