Graf, Florian

8 publications

NeurIPS 2025 The Flood Complex: Large-Scale Persistent Homology on Millions of Points Florian Graf, Paolo Pellizzoni, Martin Uray, Stefan Huber, Roland Kwitt

NeurIPS 2024 Neural Persistence Dynamics Sebastian Zeng, Florian Graf, Martin Uray, Stefan Huber, Roland Kwitt

NeurIPS 2023 Latent SDEs on Homogeneous Spaces Sebastian Zeng, Florian Graf, Roland Kwitt

NeurIPS 2022 On Measuring Excess Capacity in Neural Networks Florian Graf, Sebastian Zeng, Bastian Rieck, Marc Niethammer, Roland Kwitt

ICML 2021 Dissecting Supervised Contrastive Learning Florian Graf, Christoph Hofer, Marc Niethammer, Roland Kwitt

NeurIPS 2021 Topological Attention for Time Series Forecasting Sebastian Zeng, Florian Graf, Christoph Hofer, Roland Kwitt

ICML 2020 Graph Filtration Learning Christoph Hofer, Florian Graf, Bastian Rieck, Marc Niethammer, Roland Kwitt

ICML 2020 Topologically Densified Distributions Christoph Hofer, Florian Graf, Marc Niethammer, Roland Kwitt