2 papers
cs.LG2025
Conformal Set-based Human-AI Complementarity with Multiple Experts
Helbert Paat, Guohao Shen
Decision support systems are designed to assist human experts in classification tasks by providing conformal prediction sets derived from a pre-trained model. This human-AI collabo…
cs.CV2023
MEDL-U: Uncertainty-aware 3D Automatic Annotation based on Evidential Deep Learning
Helbert Paat, Qing Lian, Weilong Yao +1
Advancements in deep learning-based 3D object detection necessitate the availability of large-scale datasets. However, this requirement introduces the challenge of manual annotatio…