Sanokowski, Sebastian

7 publications

ICML 2025 Geometry-Informed Neural Networks Arturs Berzins, Andreas Radler, Eric Volkmann, Sebastian Sanokowski, Sepp Hochreiter, Johannes Brandstetter

NeurIPS 2025 Rethinking Losses for Diffusion Bridge Samplers Sebastian Sanokowski, Lukas Gruber, Christoph Bartmann, Sepp Hochreiter, Sebastian Lehner

ICLRW 2025 Rethinking the Training of Diffusion Bridge Samplers: Losses and Exploration Sebastian Sanokowski, Christoph Bartmann, Lukas Gruber, Sepp Hochreiter, Sebastian Lehner

ICLR 2025 Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics Sebastian Sanokowski, Wilhelm Franz Berghammer, Haoyu Peter Wang, Martin Ennemoser, Sepp Hochreiter, Sebastian Lehner

ICML 2024 A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization Sebastian Sanokowski, Sepp Hochreiter, Sebastian Lehner

ICMLW 2024 Geometry-Informed Neural Networks Arturs Berzins, Andreas Radler, Sebastian Sanokowski, Sepp Hochreiter, Johannes Brandstetter

NeurIPS 2023 Variational Annealing on Graphs for Combinatorial Optimization Sebastian Sanokowski, Wilhelm Berghammer, Sepp Hochreiter, Sebastian Lehner