Robin Hesse

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 · 5 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. Disentangling Polysemantic Channels in Convolutional Neural Networks
   2025/04/17 by Robin Hesse, Jonas Fischer, Hesse, Robin +5 · 1 voice · 3 citations
   #cs.CV #cs.LG
3. 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
4. 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
5. Continual Learning Should Move Beyond Incremental Classification
   2025/02/17 by Rupert Mitchell, Antonio Alliegro, Mitchell, Rupert +40 · 1 voice · 1 citation
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification