Researcher profile

Adam Kortylewski

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation

2024 · arXiv (Cornell University)

We consider the problem of source-free unsupervised category-level pose estimation from only RGB images to a target domain without any access to source domain data or 3D annotations during adaptation. Collecting and annotating real-world 3D …
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 …