Carl-Johann Simon-Gabriel
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Statistical Methods and Inference, Bayesian Modeling and Causal Inference, Gaussian Processes and Bayesian Inference, Advanced Neural Network Applications
Most-Cited Works
- → AdaGAN: Boosting Generative Models(2017)146 cited
- → From optimal transport to generative modeling: the VEGAN cookbook(2017)99 cited
- → First-order Adversarial Vulnerability of Neural Networks and Input Dimension(2018)62 cited
- Kernel distribution embeddings: universal kernels, characteristic kernels and kernel metrics on distributions(2018)
- → Bridging the Gap to Real-World Object-Centric Learning(2022)31 cited
- Adversarial Vulnerability of Neural Networks Increases with Input Dimension(2018)
- → Metrizing Weak Convergence with Maximum Mean Discrepancies(2020)19 cited
- → Object-Centric Multiple Object Tracking(2023)10 cited