Amortized inference with user simulations

HS Moon, A Oulasvirta, B Lee - Proceedings of the 2023 CHI Conference …, 2023 - dl.acm.org
There have been significant advances in simulation models predicting human behavior
across various interactive tasks. One issue remains, however: identifying the parameter …

Generative model-based simulation of driver behavior when using control input interface for teleoperated driving in unstructured canyon terrains

H Yun, Y Cho, J Lee, A Ha, J Yun - Annual Conference Towards …, 2023 - Springer
Unmanned ground vehicles (UGVs) in unstructured environments mostly operate through
teleoperation. To enable stable teleoperated driving in unstructured environments, some …

User Agency and System Automation in Interactive Intelligent Systems

T Langerak - arxiv preprint arxiv:2502.13779, 2025 - arxiv.org
Balancing user agency and system automation is essential for effective human-AI
interactions. Fully automated systems can deliver efficiency but risk undermining usability …

Variational learning for inverse problems

F Tonolini - 2021 - theses.gla.ac.uk
Machine learning methods for solving inverse problems require uncertainty estimation to be
reliable in real settings. While deep variational models offer a computationally tractable way …

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J Verón¹, R Lapeña¹, C Cetina¹… - … CAiSE 2024, Limassol …, 2024 - books.google.com
Video games pose different challenges during development and maintenance than classic
software. For example, common and widespread assets, that are typically created as part of …