Simone Schaub-Meyer

1. FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods
   2023/08/11 by Robin Hesse, Simone Schaub-Meyer, Hesse, Robin +3 · 7 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images
   2024/05/30 by Krishnakant Singh, Thanush Navaratnam, Singh, Krishnakant +7 · 9 citations
   Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
3. Dense Unsupervised Learning for Video Segmentation
   2021/11/11 by Nikita Araslanov, Araslanov, Nikita, Simone Schaub-Meyer +3 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
4. GLASS: Guided Latent Slot Diffusion for Object-Centric Learning
   2024/07/25 by Krishnakant Singh, Singh, Krishnakant, Simone Schaub-Meyer +3 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Disentangling Polysemantic Channels in Convolutional Neural Networks
   2025/04/17 by Robin Hesse, Hesse, Robin, Jonas Fischer +5 · 1 voice · 3 citations
   #cs.CV #cs.LG
6. Benchmarking the Attribution Quality of Vision Models
   2024/07/16 by Robin Hesse, Simone Schaub-Meyer, Hesse, Robin +3 · 1 voice · 1 citation
   #cs.CV #cs.LG
7. Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models?
   2025/03/21 by Robin Hesse, Hesse, Robin, Doğukan Bağcı +7 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Image and Video Quality Assessment
8. Continual Learning Should Move Beyond Incremental Classification
   2025/02/17 by Rupert Mitchell, Mitchell, Rupert, Antonio Alliegro +40 · 1 voice · 1 citation
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification