conformal prediction, risk control, uncertainty quantification, object detection, segmentation
2022 – Present
domain generalization, subpopulation shift, domain invariance, representation learning
2020 – Present
deep learning, domain adaptation, semi-supervised learning, unsupervised learning
2019 – Present