Hello! I am a PhD student at the University of Maryland advised by Prof. Abhinav Shrivastava. My research areas are Computer Vision and Machine Learning and I am funded by the NDSEG Graduate Fellowship.
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Training on some skewed race distributions of a popular training dataset to mitigate racial bias produces more equitable models.
Spreading out feature embeddings via SVD improves image retreival and mitigates model collapse.
Two new architectures for detecting violence in videos from differnt violence domains.
Reconstruct multi-view depth maps from a single RGB or depth image source.
Image classification by predicting where to look next in an image.
I enjoy doing puzzles in my free time, including escape room / puzzle hunt type puzzles, and have even written a few:
Harry Potter and The Giver.