STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal ClassificationComputer Vision and Pattern Recognition (CVPR), 2025 |
Debiasify: Self-Distillation for Unsupervised Bias MitigationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 |
PatchAlign:Fair and Accurate Skin Disease Image Classification by
Alignment with Clinical LabelsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 |
Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image DatasetsScientific Data (Sci Data), 2024 |
FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation
and Malignancy ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 |