Claudio Michaelis

1. Shortcut learning in deep neural networks
   2020/04/16 by Robert Geirhos, Jörn-Henrik Jacobsen, Claudio Michaelis +5 · 2 voices · 162 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #cs.AI #cs.CV #cs.LG #q-bio.NC
2. ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
   2018/11/29 by Robert Geirhos, Patricia Rubisch, Geirhos, Robert +9 · 86 citations
   Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Face Recognition and Perception #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC)
3. One-Shot Instance Segmentation
   2018/11/28 by Claudio Michaelis, Ivan Ustyuzhaninov, Michaelis, Claudio +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications