Benjamin Mitzkus

1. Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming
   2019/07/17 by Claudio Michaelis, Michaelis, Claudio, Benjamin Mitzkus +13 · 41 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Partial success in closing the gap between human and machine vision
   2021/06/14 by Robert Geirhos, Geirhos, Robert, Kantharaju Narayanappa +11 · 19 citations
   Computer Science · Neuroscience · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Face Recognition and Perception #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
3. On the surprising similarities between supervised and self-supervised models
   2020/10/16 by Robert Geirhos, Geirhos, Robert, Kantharaju Narayanappa +9 · 5 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Topic Modeling