Researcher profile
Christian Rupprecht
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation
2023 · arXiv (Cornell University)
Self-supervised learning (SSL) can be used to solve complex visual tasks without human labels. Self-supervised representations encode useful semantic information about images, and as a result, they have already been used for tasks such as …
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CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts
2025
An important challenge when using computer vision models in the real world is to evaluate their performance in potential out-of-distribution (OOD) scenarios. While simple synthetic corruptions are commonly applied to test OOD robustness, they often …