Roland Kwitt
Universität Salzburg
H-index: 33
Europe-Austria
Top articles of Roland Kwitt
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
uniGradICON: A Foundation Model for Medical Image Registration | arXiv preprint arXiv:2403.05780 | Lin Tian Hastings Greer Roland Kwitt Francois-Xavier Vialard Raul San Jose Estepar | 2024/3/9 |
Position Paper: Challenges and Opportunities in Topological Deep Learning | Theodore Papamarkou Tolga Birdal Michael Bronstein Gunnar Carlsson Justin Curry | 2024/2/14 | |
Latent sdes on homogeneous spaces | Advances in Neural Information Processing Systems | Sebastian Zeng Florian Graf Roland Kwitt | 2024/2/13 |
Inverse consistency by construction for multistep deep registration | Hastings Greer Lin Tian Francois-Xavier Vialard Roland Kwitt Sylvain Bouix | 2023/10/1 | |
GradICON: Approximate diffeomorphisms via gradient inverse consistency | Lin Tian Hastings Greer François-Xavier Vialard Roland Kwitt Raúl San José Estépar | 2023 | |
On measuring excess capacity in neural networks | Advances in Neural Information Processing Systems | Florian Graf Sebastian Zeng Bastian Rieck Marc Niethammer Roland Kwitt | 2022/12/6 |
New Weighting Schemes for Meta-blocking | Nikolaus Augsten Roland Kwitt Matteo Lissandrini Willi Mann Themis Palpanas | 2021/10/1 | |
Dissecting Supervised Contrastive Learning | Florian Graf Christoph Hofer Marc Niethammer Roland Kwitt | 2021/7/1 | |
Sparse Pose Trajectory Completion | arXiv preprint arXiv:2105.00125 | Bo Liu Mandar Dixit Roland Kwitt Gang Hua Nuno Vasconcelos | 2021/5/1 |
Icon: Learning regular maps through inverse consistency | Hastings Greer Roland Kwitt Francois-Xavier Vialard Marc Niethammer | 2021/5/10 | |
Topological attention for time series forecasting | Advances in neural information processing systems | Sebastian Zeng Florian Graf Christoph Hofer Roland Kwitt | 2021/12/6 |
Comparing object recognition in humans and deep convolutional neural networks—an eye tracking study | Frontiers in Neuroscience | Leonard Elia Van Dyck Roland Kwitt Sebastian Jochen Denzler Walter Roland Gruber | 2021/10/6 |
Topologically densified distributions | Christoph Hofer Florian Graf Marc Niethammer Roland Kwitt | 2020/11/21 | |
Graph filtration learning | Christoph Hofer Florian Graf Bastian Rieck Marc Niethammer Roland Kwitt | 2020/11/21 | |
An empirical assessment of appearance descriptors applied to MRI for automated diagnosis of TLE and MCI | Computers in Biology and Medicine | Christoph Hofer Roland Kwitt Yvonne Höller Eugen Trinka Andreas Uhl | 2020/2/1 |
A Shooting Formulation of Deep Learning | Roland Kwitt Marc Niethammer Susan Wei Francois-Xavier Vialard | 2020/12/6 |
Co-Authors
