Masoumeh Javanbakhat

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 3

Top Topics

Markov Chain Monte Carlo

Image Segmentation

Machine Learning

Stochastic Gradient

Top Venues

Comput. Vis. Image Underst.

Publications

Masoumeh Javanbakhat, Md Tasnimul Hasan, Christoph Lippert
Assessing Uncertainty Estimation Methods for 3D Image Segmentation under Distribution Shifts. CoRR (2024)
Masoumeh Javanbakhat, Ludger Starke, Sonia Waiczies, Christoph Lippert
Quantifying model uncertainty for semantic segmentation of Fluorine-19 MRI using stochastic gradient MCMC. Comput. Vis. Image Underst. 241 (2024)
Masoumeh Javanbakhat, Christoph Lippert
A Probabilistic Approach to Self-Supervised Learning using Cyclical Stochastic Gradient MCMC. CoRR (2023)