Stefan Rueger

According to our database, Stefan Rueger authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

CSS: Contrastive Semantic Similarity for Uncertainty Quantification of LLMs.

Shuang Ao, Stefan Rueger, Advaith Siddharthan

CoRR, 2024

2023

Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration.

Shuang Ao, Stefan Rueger, Advaith Siddharthan

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection.

Shuang Ao, Stefan Rueger, Advaith Siddharthan

Proceedings of the IJCAI-23 Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning (AISafety-SafeRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence(IJCAI2023), 2023

2022

Motion vectors and deep neural networks for video camera traps.

Miklas Riechmann, Ross Gardiner, Kai Waddington, Ryan Rueger, Frederic Fol Leymarie, Stefan Rueger

Ecol. Informatics, 2022

Confidence-aware calibration and scoring functions for curriculum learning.

Shuang Ao, Stefan Rueger, Advaith Siddharthan

Proceedings of the Fifteenth International Conference on Machine Vision, 2022