About Me

I am a fourth year Ph.D. Candidate in Electrical & Computer Engineering at Georgia Institute of Technology under the supervision of Dr. Sergey Plis and Dr. Vince D. Calhoun. I have interned at Meta, Descript, Microsoft Research Redmond and Mila - Quebec AI Institute.

Research Summary

My research interests are deep representation learning, multimodal learning, and generative models with applications to image, audio, video modalities, and medical imaging. Some of my research publication are:

• Self-Supervision: Natural Images [ICLR 2019], Neuroimaging [IEEE BHI 2019][MICCAI 2020][NeurIPS ML4H Workshop 2019][NeurIPS ML4H Symposium 2022]
• Multimodal Learning: Neuroimaging [IEEE ICHI 2021]
• Out-of-distribution Generalization, Robustness and Fairness: Neuroimaging [ICLR RobustML Workshop 2021]
• Interpretability: Neuroimaging [IEEE ISBI 2021], [Nature Scientific Reports]
• Image Segmentation: Brain Tissue [IJCNN 2017], Atlas [BigNeuro Workshop NeurIPS 2017]

I also worked on Reinforcement Learning [NeurIPS Deep RL Workshop 2015] and Computer Vision problems (traffic sign recognition; age and gender recognition from human faces).

Recent posts