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Christian Tomani
PhD StudentTechnical University of MunichSchool of Computation, Information and Technology
Informatics 9
Boltzmannstrasse 3
85748 Garching
Germany
Tel: +49-89-289-17779
Fax: +49-89-289-17757
Office: 02.09.037
Mail: christian.tomani@in.tum.de
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2024
Preprints
[] Uncertainty-Based Abstention in LLMs Improves Safety and Reduces Hallucinations , In arXiv preprint, 2024.
2023
Preprints
[] Quality Control at Your Fingertips: Quality-Aware Translation Models , In arXiv preprint, 2023.
Conference and Workshop Papers
[] Beyond In-Domain Scenarios: Robust Density-Aware Calibration , In Proceedings of the 40th International Conference on Machine Learning (ICML), 2023.
2022
Preprints
[] 
Challenger: Training with Attribution Maps , In arXiv preprint, 2022.
Conference and Workshop Papers
[] 
What Makes Graph Neural Networks Miscalibrated? , In NeurIPS, 2022. ([code])
[] 
Parameterized Temperature Scaling for Boosting the Expressive Power in Post-Hoc Uncertainty Calibration , In European Conference on Computer Vision (ECCV), 2022.
2021
Conference and Workshop Papers
[] 
Post-hoc Uncertainty Calibration for Domain Drift Scenarios , In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
Oral Presentation [] 
Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration , In InThirty-FifthAAAIConferenceonArtificialIntelligence(AAAI-2021), 2021.
