Gruber, Lukas

12 publications

ICLRW 2025 Improved Density Ratio Estimation for Evaluating Synthetic Data Quality Lukas Gruber, Markus Holzleitner, Sepp Hochreiter, Werner Zellinger

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

ICML 2024 Overcoming Saturation in Density Ratio Estimation by Iterated Regularization Lukas Gruber, Markus Holzleitner, Johannes Lehner, Sepp Hochreiter, Werner Zellinger

ICMLW 2024 Processing Large-Scale Graphs with G-Signatures Lukas Gruber, Bernhard Schäfl, Johannes Brandstetter, Sepp Hochreiter

NeurIPS 2024 Universal Physics Transformers: A Framework for Efficiently Scaling Neural Operators Benedikt Alkin, Andreas Fürst, Simon Schmid, Lukas Gruber, Markus Holzleitner, Johannes Brandstetter

NeurIPSW 2023 Hopular: Modern Hopfield Networks for Tabular Data Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter

NeurIPSW 2023 Modern Hopfield Networks as Memory for Iterative Learning on Tabular Data Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter

ECCV 2022 LaMAR: Benchmarking Localization and Mapping for Augmented Reality Paul-Edouard Sarlin, Mihai Dusmanu, Johannes L. Schönberger, Pablo Speciale, Lukas Gruber, Viktor Larsson, Ondrej Miksik, Marc Pollefeys

ICLR 2021 Hopfield Networks Is All You Need Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich, Lukas Gruber, Markus Holzleitner, Thomas Adler, David Kreil, Michael K Kopp, Günter Klambauer, Johannes Brandstetter, Sepp Hochreiter

NeurIPS 2020 Modern Hopfield Networks and Attention for Immune Repertoire Classification Michael Widrich, Bernhard Schäfl, Milena Pavlović, Hubert Ramsauer, Lukas Gruber, Markus Holzleitner, Johannes Brandstetter, Geir Kjetil Sandve, Victor Greiff, Sepp Hochreiter, Günter Klambauer

CVPRW 2011 Rapid Reconstruction of Small Objects on Mobile Phones Andreas Hartl, Lukas Gruber, Clemens Arth, Stefan Hauswiesner, Dieter Schmalstieg