Margret Keuper

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 113

Top Venues

Publications

Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Bianca Lamm, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper
Are Vision Language Models Texture or Shape Biased and Can We Steer Them? CoRR (2024)
Ugur Ali Kaplan, Margret Keuper, Anna Khoreva, Dan Zhang, Yumeng Li
Domain-Aware Fine-Tuning of Foundation Models. CoRR (2024)
Yumeng Li, Margret Keuper, Dan Zhang, Anna Khoreva
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive. CoRR (2024)
Julia Grabinski, Janis Keuper, Margret Keuper
As large as it gets - Studying Infinitely Large Convolutions via Neural Implicit Frequency Filters. Trans. Mach. Learn. Res. 2024 (2024)
Yuxuan Zhou, Mario Fritz, Margret Keuper
MultiMax: Sparse and Multi-Modal Attention Learning. CoRR (2024)
Yumeng Li, William Beluch, Margret Keuper, Dan Zhang, Anna Khoreva
VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis. CoRR (2024)
Yumeng Li, Margret Keuper, Dan Zhang, Anna Khoreva
Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive. ICLR (2024)
Shashank Agnihotri, Julia Grabinski, Janis Keuper, Margret Keuper
Beware of Aliases - Signal Preservation is Crucial for Robust Image Restoration. CoRR (2024)
Kai Bäuerle, Patrick Müller, Syed Muhammad Kazim, Ivo Ihrke, Margret Keuper
Learning the essential in less than 2k additional weights - a simple approach to improve image classification stability under corruptions. Trans. Mach. Learn. Res. 2024 (2024)
Yumeng Li, Dan Zhang, Margret Keuper, Anna Khoreva
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization. Int. J. Comput. Vis. 132 (2) (2024)
Yumeng Li, Margret Keuper, Dan Zhang, Anna Khoreva
Divide & Bind Your Attention for Improved Generative Semantic Nursing. BMVC (2023)
Patrick Müller, Alexander Braun, Margret Keuper
Classification robustness to common optical aberrations. CoRR (2023)
Yumeng Li, Dan Zhang, Margret Keuper, Anna Khoreva
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization. CoRR (2023)
Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper
On the unreasonable vulnerability of transformers for image restoration - and an easy fix. ICCV (Workshops) (2023)
Paul Gavrikov, Janis Keuper, Margret Keuper
An Extended Study of Human-like Behavior under Adversarial Training. CoRR (2023)
Steffen Jung, Jovita Lukasik, Margret Keuper
Neural Architecture Design and Robustness: A Dataset. ICLR (2023)
Evgeny Levinkov, Amirhossein Kardoost, Bjoern Andres, Margret Keuper
Higher-Order Multicuts for Geometric Model Fitting and Motion Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Peter Lorenz, Margret Keuper, Janis Keuper
Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial Detection. VISIGRAPP (5: VISAPP) (2023)
Tejaswini Medi, Jawad Tayyub, Muhammad Sarmad, Frank Lindseth, Margret Keuper
FullFormer: Generating Shapes Inside Shapes. CoRR (2023)
Patrick Müller, Alexander Braun, Margret Keuper
Classification robustness to common optical aberrations. ICCV (Workshops) (2023)
Jovita Lukasik, Michael Möller, Margret Keuper
An Evaluation of Zero-Cost Proxies - from Neural Architecture Performance to Model Robustness. CoRR (2023)
Katharina Prasse, Steffen Jung, Yuxuan Zhou, Margret Keuper
Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition. CoRR (2023)
Yuxuan Zhou, Zhi-Qi Cheng, Jun-Yan He, Bin Luo, Yifeng Geng, Xuansong Xie, Margret Keuper
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness. CoRR (2023)
Yumeng Li, Margret Keuper, Dan Zhang, Anna Khoreva
Divide & Bind Your Attention for Improved Generative Semantic Nursing. CoRR (2023)
Paul Gavrikov, Janis Keuper, Margret Keuper
An Extended Study of Human-like Behavior under Adversarial Training. CVPR Workshops (2023)
Steffen Jung, Jovita Lukasik, Margret Keuper
Neural Architecture Design and Robustness: A Dataset. CoRR (2023)
Katharina Prasse, Steffen Jung, Yuxuan Zhou, Margret Keuper
Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition. DAGM (2023)
Julia Grabinski, Janis Keuper, Margret Keuper
As large as it gets: Learning infinitely large Filters via Neural Implicit Functions in the Fourier Domain. CoRR (2023)
Jovita Lukasik, Paul Gavrikov, Janis Keuper, Margret Keuper
Improving Native CNN Robustness with Filter Frequency Regularization. Trans. Mach. Learn. Res. 2023 (2023)
Shashank Agnihotri, Margret Keuper
CosPGD: a unified white-box adversarial attack for pixel-wise prediction tasks. CoRR (2023)
Yumeng Li, Dan Zhang, Margret Keuper, Anna Khoreva
Intra-Source Style Augmentation for Improved Domain Generalization. WACV (2023)
Tejaswini Medi, Jawad Tayyub, Muhammad Sarmad, Frank Lindseth, Margret Keuper
FullFormer: Generating Shapes Inside Shapes. DAGM (2023)
Steffen Jung, Jan Christian Schwedhelm, Claudia Schillings, Margret Keuper
Happy People - Image Synthesis as Black-Box Optimization Problem in the Discrete Latent Space of Deep Generative Models. CoRR (2023)
Shashank Agnihotri, Kanchana Vaishnavi Gandikota, Julia Grabinski, Paramanand Chandramouli, Margret Keuper
On the unreasonable vulnerability of transformers for image restoration - and an easy fix. CoRR (2023)
Jovita Lukasik, Michael Moeller, Margret Keuper
An Evaluation of Zero-Cost Proxies - From Neural Architecture Performance Prediction to Model Robustness. DAGM (2023)
Shashank Agnihotri, Julia Grabinski, Margret Keuper
Improving Stability during Upsampling - on the Importance of Spatial Context. CoRR (2023)
Julia Grabinski, Janis Keuper, Margret Keuper
Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling. CoRR (2023)
Hendrik Sommerhoff, Shashank Agnihotri, Mohamed Saleh, Michael Moeller, Margret Keuper, Andreas Kolb
Differentiable Sensor Layouts for End-to-End Learning of Task-Specific Camera Parameters. CoRR (2023)
Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper
FrequencyLowCut Pooling - Plug and Play Against Catastrophic Overfitting. ECCV (14) (2022)
Steffen Jung, Margret Keuper
Learning to solve Minimum Cost Multicuts efficiently using Edge-Weighted Graph Convolutional Neural Networks. CoRR (2022)
Steffen Jung, Sebastian Ziegler, Amirhossein Kardoost, Margret Keuper
Optimizing Edge Detection for Image Segmentation with Multicut Penalties. GCPR (2022)
Yuxuan Zhou, Wangmeng Xiang, Chao Li, Biao Wang, Xihan Wei, Lei Zhang, Margret Keuper, Xiansheng Hua
SP-ViT: Learning 2D Spatial Priors for Vision Transformers. CoRR (2022)
Julia Grabinski, Janis Keuper, Margret Keuper
Aliasing and adversarial robust generalization of CNNs. Mach. Learn. 111 (11) (2022)
Peter Lorenz, Margret Keuper, Janis Keuper
Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial Detection. CoRR (2022)
Steffen Jung, Margret Keuper
Learning to Solve Minimum Cost Multicuts Efficiently Using Edge-Weighted Graph Convolutional Neural Networks. ECML/PKDD (2) (2022)
Julia Grabinski, Paul Gavrikov, Janis Keuper, Margret Keuper
Robust Models are less Over-Confident. CoRR (2022)
Julia Grabinski, Paul Gavrikov, Janis Keuper, Margret Keuper
Robust Models are less Over-Confident. NeurIPS (2022)
Arber Zela, Julien Niklas Siems, Lucas Zimmer, Jovita Lukasik, Margret Keuper, Frank Hutter
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks. ICLR (2022)
Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper
FrequencyLowCut Pooling - Plug & Play against Catastrophic Overfitting. CoRR (2022)
Amrutha Saseendran, Kathrin Skubch, Stefan Falkner, Margret Keuper
Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders. NeurIPS (2022)
Jovita Lukasik, Steffen Jung, Margret Keuper
Learning Where to Look - Generative NAS is Surprisingly Efficient. ECCV (23) (2022)
Yuxuan Zhou, Wangmeng Xiang, Chao Li, Biao Wang, Xihan Wei, Lei Zhang, Margret Keuper, Xian-Sheng Hua
SP-ViT: Learning 2D Spatial Priors for Vision Transformers. BMVC (2022)
Jovita Lukasik, Steffen Jung, Margret Keuper
Learning Where To Look - Generative NAS is Surprisingly Efficient. CoRR (2022)
Yuxuan Zhou, Chao Li, Zhi-Qi Cheng, Yifeng Geng, Xuansong Xie, Margret Keuper
Hypergraph Transformer for Skeleton-based Action Recognition. CoRR (2022)
Yumeng Li, Dan Zhang, Margret Keuper, Anna Khoreva
Intra-Source Style Augmentation for Improved Domain Generalization. CoRR (2022)
Peter Lorenz, Dominik Strassel, Margret Keuper, Janis Keuper
Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness? CoRR (2021)
Paula Harder, Franz-Josef Pfreundt, Margret Keuper, Janis Keuper
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain. IJCNN (2021)
Yang He, Ning Yu, Margret Keuper, Mario Fritz
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis. CoRR (2021)
Amrutha Saseendran, Kathrin Skubch, Margret Keuper
Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation. ICCV (2021)
Jonas Geiping, Jovita Lukasik, Margret Keuper, Michael Moeller
DARTS for Inverse Problems: a Study on Hyperparameter Sensitivity. CoRR (2021)
Bernhard Schäfer, Margret Keuper, Heiner Stuckenschmidt
Arrow R-CNN for handwritten diagram recognition. Int. J. Document Anal. Recognit. 24 (1) (2021)
Kalun Ho, Avraam Chatzimichailidis, Margret Keuper, Janis Keuper
MSM: Multi-stage Multicuts for Scalable Image Clustering. ISC Workshops (2021)
Steffen Jung, Sebastian Ziegler, Amirhossein Kardoost, Margret Keuper
Optimizing Edge Detection for Image Segmentation with Multicut Penalties. CoRR (2021)
Amirhossein Kardoost, Margret Keuper
Uncertainty in minimum cost multicuts for image and motion segmentation. UAI (2021)
Amrutha Saseendran, Kathrin Skubch, Margret Keuper
Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation. CoRR (2021)
Steffen Jung, Margret Keuper
Spectral Distribution Aware Image Generation. AAAI (2021)
Paula Harder, Franz-Josef Pfreundt, Margret Keuper, Janis Keuper
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain. CoRR (2021)
Amrutha Saseendran, Kathrin Skubch, Stefan Falkner, Margret Keuper
Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders. NeurIPS (2021)
Yang He, Ning Yu, Margret Keuper, Mario Fritz
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis. IJCAI (2021)
Peter Lorenz, Paula Harder, Dominik Strassel, Margret Keuper, Janis Keuper
Detecting AutoAttack Perturbations in the Frequency Domain. CoRR (2021)
Amirhossein Kardoost, Margret Keuper
Uncertainty in Minimum Cost Multicuts for Image and Motion Segmentation. CoRR (2021)
Kalun Ho, Franz-Josef Pfreundt, Janis Keuper, Margret Keuper
Estimating the Robustness of Classification Models by the Structure of the Learned Feature-Space. CoRR (2021)
Jovita Lukasik, David Friede, Arber Zela, Frank Hutter, Margret Keuper
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search. IJCNN (2021)
Jovita Lukasik, David Friede, Heiner Stuckenschmidt, Margret Keuper
Neural Architecture Performance Prediction Using Graph Neural Networks. CoRR (2020)
Ricard Durall, Margret Keuper, Janis Keuper
Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions. CVPR (2020)
Ricard Durall, Margret Keuper, Janis Keuper
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions. CoRR (2020)
Amirhossein Kardoost, Kalun Ho, Peter Ochs, Margret Keuper
Self-supervised Sparse to Dense Motion Segmentation. CoRR (2020)
Kalun Ho, Janis Keuper, Margret Keuper
Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts. CoRR (2020)
Margret Keuper, Siyu Tang, Bjoern Andres, Thomas Brox, Bernt Schiele
Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 42 (1) (2020)
Kalun Ho, Amirhossein Kardoost, Franz-Josef Pfreundt, Janis Keuper, Margret Keuper
A Two-Stage Minimum Cost Multicut Approach to Self-supervised Multiple Person Tracking. ACCV (2) (2020)
Steffen Jung, Margret Keuper
Spectral Distribution Aware Image Generation. CoRR (2020)
Jovita Lukasik, David Friede, Heiner Stuckenschmidt, Margret Keuper
Neural Architecture Performance Prediction Using Graph Neural Networks. GCPR (2020)
Kalun Ho, Janis Keuper, Franz-Josef Pfreundt, Margret Keuper
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches. CoRR (2020)
Anna Primpeli, Christian Bizer, Margret Keuper
Unsupervised Bootstrapping of Active Learning for Entity Resolution. ESWC (2020)
Amirhossein Kardoost, Sabine Müller, Joachim Weickert, Margret Keuper
Object Segmentation Tracking from Generic Video Cues. ICPR (2020)
Kalun Ho, Janis Keuper, Franz-Josef Pfreundt, Margret Keuper
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches. ICPR (2020)
Julien Siems, Lucas Zimmer, Arber Zela, Jovita Lukasik, Margret Keuper, Frank Hutter
NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search. CoRR (2020)
Amirhossein Kardoost, Kalun Ho, Peter Ochs, Margret Keuper
Self-supervised Sparse to Dense Motion Segmentation. ACCV (2) (2020)
Jovita Lukasik, Margret Keuper, Maneesh Singh, Julian Yarkony
A Benders Decomposition Approach to Correlation Clustering. MLHPC/AI4S@SC (2020)
Jovita Lukasik, David Friede, Arber Zela, Heiner Stuckenschmidt, Frank Hutter, Margret Keuper
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search. CoRR (2020)
Ricard Durall, Margret Keuper, Franz-Josef Pfreundt, Janis Keuper
Unmasking DeepFakes with simple Features. CoRR (2019)
Margret Keuper, Maneesh Singh, Julian Yarkony
Massively Parallel Benders Decomposition for Correlation Clustering. CoRR (2019)
David Friede, Jovita Lukasik, Heiner Stuckenschmidt, Margret Keuper
A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction. CoRR (2019)
Amirhossein Kardoost, Sabine Müller, Joachim Weickert, Margret Keuper
Object Segmentation Tracking from Generic Video Cues. CoRR (2019)
Amirhossein Kardoost, Margret Keuper
Solving Minimum Cost Lifted Multicut Problems by Node Agglomeration. ACCV (4) (2018)
Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation. CoRR (2018)
Eddy Ilg, Tonmoy Saikia, Margret Keuper, Thomas Brox
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation. ECCV (12) (2018)
Anne S. Wannenwetsch, Margret Keuper, Stefan Roth
ProbFlow: Joint Optical Flow and Uncertainty Estimation. ICCV (2017)
Margret Keuper
Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation. ICCV (2017)
Margret Keuper
Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Margret Keuper