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ORCIDLukas Koller
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2020 – today
- 2025
[j3]Lukas Koller, Christoph Hartmann
, Lukas Martinitz, Wolfram Volk, Matthias Althoff:
Training robust neural networks for uncertainty prediction in stamping technology. Autom. 73(3): 198-209 (2025)- [j2]Lukas Koller, Tobias Ladner, Matthias Althoff:
Set-Based Training for Neural Network Verification. Trans. Mach. Learn. Res. 2025 (2025) - [c3]Andreas Mazur, Henning Peters, André Artelt, Lukas Koller, Christoph Hartmann, Ansgar Trächtler, Barbara Hammer:
Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals. ICANN (4) 2025: 192-203 - [i7]Lukas Koller, Tobias Ladner, Matthias Althoff:
Out of the Shadows: Exploring a Latent Space for Neural Network Verification. CoRR abs/2505.17854 (2025) - [i6]Konstantin Kaulen, Tobias Ladner, Stanley Bak, Christopher Brix, Hai Duong, Thomas Flinkow, Taylor T. Johnson, Lukas Koller, Edoardo Manino, ThanhVu H. Nguyen, Haoze Wu:
The 6th International Verification of Neural Networks Competition (VNN-COMP 2025): Summary and Results. CoRR abs/2512.19007 (2025) - 2024
- [i5]Lukas Koller, Tobias Ladner, Matthias Althoff:
End-To-End Set-Based Training for Neural Network Verification. CoRR abs/2401.14961 (2024) - [i4]Manuel Wendl, Lukas Koller, Tobias Ladner, Matthias Althoff:
Training Verifiably Robust Agents Using Set-Based Reinforcement Learning. CoRR abs/2408.09112 (2024) - 2023
- [c2]Michael Gadermayr, Lukas Koller, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair:
MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis. MICCAI (6) 2023: 477-486 - [i3]Michael Gadermayr, Lukas Koller, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair:
MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification. CoRR abs/2311.03052 (2023) - 2022
- [j1]Lukas Koller:
Knight's Tour Revisited Revisited. Arch. Formal Proofs 2022 (2022) - [c1]Mohammad Abdulaziz, Lukas Koller:
Formal Semantics and Formally Verified Validation for Temporal Planning. AAAI 2022: 9635-9643 - [i2]Mohammad Abdulaziz, Lukas Koller:
Formal Semantics and Formally Verified Validation for Temporal Planning. CoRR abs/2203.13604 (2022) - [i1]Michael Gadermayr, Lukas Koller, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair:
MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis. CoRR abs/2211.05862 (2022)
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