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Home/Authors/Margret Keuper

Margret Keuper

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 5:45 AM AMS

15

papers

608

total citations

papers (15)

Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions

FrequencyLowCut Pooling – Plug & Play against Catastrophic Overfitting

Robust Models are less Over-Confident

NEURIPS 2022arXiv

CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks

Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive

Learning Where to Look – Generative NAS Is Surprisingly Efficient

Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context

VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis

TikZero: Zero-Shot Text-Guided Graphics Program Synthesis

Multi-Class Multi-Instance Count Conditioned Adversarial Image Generation

AIM: Amending Inherent Interpretability via Self-Supervised Masking

MultiMax: Sparse and Multi-Modal Attention Learning

Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders

Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders

Implicit Representations for Constrained Image Segmentation