Member
Shuang Ao
PhD Research StudentNews
08 Nov 2024
27 Mar 2023
29 Jun 2022
17 Jun 2022
Publications
Ao, S., Rüger, S. and Siddharthan, A. (2024) CSS: Contrastive Semantic Similarities for Uncertainty Quantification of LLMs, 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024), Barcelona, Spain
Ao, S., Rüger, S. and Siddharthan, A. (2023) Empirical Optimal Risk to Quantify Model Trustworthiness for Failure Detection, 2023 IJCAI Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning, AISafety-SafeRL, Macau, China
Ao, S., Rüger, S. and Siddharthan, A. (2023) Two Sides of Miscalibration: Identifying Over and Under-Confidence Prediction for Network Calibration, Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, Pittsburgh, PA, USA
Ao, S. (2023) Building Safe and Reliable AI systems for Safety Critical Tasks with Vision-Language Processing, ECIR 2023, Dublin, Ireland
Ao, S., Rueger, S. and Siddharthan, A. (2022) Confidence-Aware Calibration and Scoring Functions for Curriculum Learning, 2022 15th International Conference on Machine Vision., Rome, Italy