SIFToM combines vision-language models with probabilistic theory-of-mind inference for noisy spoken instruction following in human-robot collaboration.
Jan 31, 2026
Human-centered AI workflow for learning-objective generation, Bloom's taxonomy analysis, and educator-guided instructional design.
Mar 31, 2025
NeurIPS 2024 workshop paper on conformal uncertainty sets for learning-to-defer rejectors, with abstention and human-model consensus on object and hate-speech detection tasks.
Dec 1, 2024