Lea Bogensperger

According to our database, Lea Bogensperger authored at least 12 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Generating Physically Consistent Molecules with Energy-Based Models.

Christoph Griesbacher, Lea Bogensperger, Andreas Habring, Thomas Pock

CoRR, May, 2026

Repurposing Protein Language Models for Latent Flow-Based Fitness Optimization.

Amaru Caceres Arroyo, Lea Bogensperger, Ahmed Allam, Michael Krauthammer, Konrad Schindler, Dominik Narnhofer

CoRR, February, 2026

Restora-Flow: Mask-Guided Image Restoration with Flow Matching.

Arnela Hadzic, Franz Thaler, Lea Bogensperger, Simon Johannes Joham, Martin Urschler

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Uncovering Cas9 PAM diversity through metagenomic mining and machine learning.

Tao Fang, Lea Bogensperger, Lilith Feer, Ahmed Allam, Valentyn Bezshapkin, Zsolt Balázs, Christian von Mering, Shinichi Sunagawa, Michael Krauthammer, Gerald Schwank

Dataset, December, 2025

Understanding, Accelerating, and Improving MeanFlow Training.

Jin-Young Kim, Hyojun Go, Lea Bogensperger, Julius Erbach, Nikolai Kalischek, Federico Tombari, Konrad Schindler, Dominik Narnhofer

CoRR, November, 2025

An Adaptively Inexact Method for Bilevel Learning Using Primal-Dual-Style Differentiation.

Lea Bogensperger, Matthias J. Ehrhardt, Thomas Pock, Mohammad Sadegh Salehi, Hok Shing Wong

J. Math. Imaging Vis., October, 2025

FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms.

Lea Bogensperger, Dominik Narnhofer, Alexander Falk, Konrad Schindler, Thomas Pock

Int. J. Comput. Vis., July, 2025

A Variational Perspective on Generative Protein Fitness Optimization.

Lea Bogensperger, Dominik Narnhofer, Ahmed Allam, Konrad Schindler, Michael Krauthammer

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Synthetic Augmentation for Anatomical Landmark Localization Using DDPMs.

Arnela Hadzic, Lea Bogensperger, Simon Johannes Joham, Martin Urschler

Proceedings of the Simulation and Synthesis in Medical Imaging, 2024

2023

Learned Discretization Schemes for the Second-Order Total Generalized Variation.

Lea Bogensperger, Antonin Chambolle, Alexander Effland, Thomas Pock

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Score-Based Generative Models for Medical Image Segmentation Using Signed Distance Functions.

Lea Bogensperger, Dominik Narnhofer, Filip Ilic, Thomas Pock

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022

Convergence of a Piggyback-Style Method for the Differentiation of Solutions of Standard Saddle-Point Problems.

Lea Bogensperger, Antonin Chambolle, Thomas Pock

SIAM J. Math. Data Sci., 2022