Christina Runkel

According to our database, Christina Runkel authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Continuous U-Net: Faster, Greater and Noiseless.

Chun-Wun Cheng, Christina Runkel, Lihao Liu, Raymond H. Chan, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

Trans. Mach. Learn. Res., 2024

Training Data Reconstruction: Privacy due to Uncertainty?

Christina Runkel, Kanchana Vaishnavi Gandikota, Jonas Geiping, Carola-Bibiane Schönlieb, Michael Moeller

CoRR, 2024

Operator learning regularization for macroscopic permeability prediction in dual-scale flow problem.

Christina Runkel, Sinan Xiao, Nicolas Boullé, Yang Chen

CoRR, 2024

Continuous Learned Primal Dual.

Christina Runkel, Ander Biguri, Carola-Bibiane Schönlieb

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023

Learning Posterior Distributions in Underdetermined Inverse Problems.

Christina Runkel, Michael Möller, Carola-Bibiane Schönlieb, Christian Etmann

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

2022

Multi-modal Hypergraph Diffusion Network with Dual Prior for Alzheimer Classification.

Angelica I. Avilés-Rivero, Christina Runkel, Nicolas Papadakis, Zoe Kourtzi, Carola-Bibiane Schönlieb

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Depthwise Separable Convolutions Allow for Fast and Memory-Efficient Spectral Normalization.

Christina Runkel, Christian Etmann, Michael Möller, Carola-Bibiane Schönlieb

CoRR, 2021

2020

Exploiting the Logits: Joint Sign Language Recognition and Spell-Correction.

Christina Runkel, Stefan Dorenkamp, Hartmut Bauermeister, Michael Möller

Proceedings of the 25th International Conference on Pattern Recognition, 2020