[arXiv'24]
Model-user communication of CXR Image through Multi-modal LLM
Generating medical report based on input medical image
[UAI'22 - Best Paper Award], [Findings'22]
PAC-Bayesian domain adaptation bounds for multiclass learners
Domain adaptation bound for domain shift in discourse parsing
Allows a non-uniform sample complexity with no sampling
Large-scale empirical analyses on CV and NLP datasets
[UAI'22], [IJCAI'22], [Findings'22], [arXiv'21], [ISBI'21]
Domain generalization on CV, NLP, and medical imaging problems
[ISBI'22a], [ISBI'22b]
White matter hyperintensity (WMH) segmentation
Brain lesion detection under domain shift in multi-site neuroimaging datasets
[biorxiv'22], [NeuroImage'21], [ICCV-W'21], [arXiv'21], [ISBI'21],[MICCAI'24]
Harmonize multi-site/scanner neuroimaging data
[MICCAI'21]
Non-vacuous performance guarantee on skin cancer detection
[KDD'19]
Large-scale video annotation on YouTube-8M