Margret Keuper
- Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are\n Failing to Reproduce Spectral Distributions
2020/03/03 by Ricard Durall, Margret Keuper, Durall, Ricard +3 · 38 citations
Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Model Reduction and Neural Networks
- Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive
2024/01/16 by Yumeng Li, Li, Yumeng, Margret Keuper +5 · 1 voice · 6 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Can We Talk Models Into Seeing the World Differently?
2024/03/14 by Paul Gavrikov, Jovita Lukasik, Gavrikov, Paul +10 · 10 citations
Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
- Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks
2020/08/22 by Arber Zela, Julien Siems, Zela, Arber +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis
2021/05/29 by Yang He, Ning Yu, He, Yang +5 · 3 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Learning Where To Look -- Generative NAS is Surprisingly Efficient
2022/03/16 by Jovita Lukasik, Steffen Jung, Lukasik, Jovita +3 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- DCBM: Data-Efficient Visual Concept Bottleneck Models
2024/12/16 by Katharina Prasse, Patrick Knab, Prasse, Katharina +7 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Hypergraph Transformer for Skeleton-based Action Recognition
2022/11/17 by Yuxuan Zhou, Zhou, Yuxuan, Zhi-Qi Cheng +10 · 3 citations
Computer Science · Health Professions · #Human Pose and Action Recognition #Artificial Intelligence in Healthcare
- Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation
2024/08/24 by Yuxuan Zhou, Zhou, Yuxuan, Margret Keuper +3 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting
2022/04/01 by Julia Grabinski, Grabinski, Julia, Steffen Jung +5 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Integrated Circuits and Semiconductor Failure Analysis #electronic engineering #information engineering
- Smooth Variational Graph Embeddings for Efficient Neural Architecture\n Search
2020/10/09 by Jovita Lukasik, David Friede, Lukasik, Jovita +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis
2024/03/20 by Yumeng Li, William Beluch, Li, Yumeng +7 · 2 citations
Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies
- SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier\n Domain
2021/03/04 by Paula Harder, Harder, Paula, Franz‐Josef Pfreundt +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness
2023/07/18 by Jovita Lukasik, Michael Moeller, Lukasik, Jovita +3 · 2 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Detecting AutoAttack Perturbations in the Frequency Domain
2021/11/16 by Peter Lorenz, Lorenz, Peter, Paula Harder +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- SP-ViT: Learning 2D Spatial Priors for Vision Transformers
2022/06/15 by Yuxuan Zhou, Zhou, Yuxuan, Wangmeng Xiang +13 · 1 citation
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4
- TikZero: Zero-Shot Text-Guided Graphics Program Synthesis
2025/03/14 by Jonas Belouadi, Belouadi, Jonas, Eddy Ilg +13 · 1 voice · 2 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CL #cs.CV
- Missing Fine Details in Images: Last Seen in High Frequencies
2025/09/05 by Tejaswini Medi, Hsien-Yi Wang, Medi, Tejaswini +5 · 3 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- 3D-WAG: Hierarchical Wavelet-Guided Autoregressive Generation for High-Fidelity 3D Shapes
2024/11/28 by Tejaswini Medi, Medi, Tejaswini, Arianna Rampini +7 · 2 voices · 1 citation
Computer Science · Engineering · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical Systems and Laser Technology #Optical measurement and interference techniques #cs.CV