| Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components. S Saralajew, L Holdijk, M Rees, E Asan, T Villmann NeurIPS, 2788-2799, 2019 | 33 | 2019 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms S Saralajew, L Holdijk, T Villmann Advances in Neural Information Processing Systems 33, 2020 | 26 | 2020 |
| Robustness of Generalized Learning Vector Quantization Models Against Adversarial Attacks S Saralajew, L Holdijk, M Rees, T Villmann International Workshop on Self-Organizing Maps, 189-199, 2019 | 22 | 2019 |
| Prototype-based neural network layers: incorporating vector quantization S Saralajew, L Holdijk, M Rees, T Villmann NeurIPS 2018 Competition Workshop, 2018 | 20 | 2018 |
| Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths L Holdijk, Y Du, F Hooft, P Jaini, B Ensing, M Welling Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 18* | 2023 |
| Learning Equivariant Energy Based Models with Equivariant Stein Variational Gradient Descent P Jaini, L Holdijk, M Welling Advances in Neural Information Processing Systems 34, 16727-16737, 2021 | 12 | 2021 |
