Hello! I am a PhD student at the University of Maryland. My research areas are Computer Vision and Machine Learning. I was previously funded by the NDSEG Graduate Fellowship.
Email | Google Scholar | Twitter | Github
Alex Hanson, Allen Tu, Vasu Singla, Mayuka Jayawardhana, Matthias Zwicker, Tom Goldstein
arXiv, 2024
code | website | bibtex
We find that the sensitivity of a Gaussian to the L2 loss across the scene -- captured as as a second order approximation -- is a surprisingly effective pruning score.
Matthew Gwilliam, Srinidhi Hegde, Lade Tinubu, Alex Hanson
ICCV Workshops, 2021 (Oral)
code | bibtex
Training on some skewed race distributions of a popular training dataset to mitigate racial bias produces more equitable models.
Ahmed Taha, Alex Hanson, Abhinav Shrivastava, Larry Davis
arXiv, 2021
code | website | bibtex
Spreading out feature embeddings via SVD improves image retreival and mitigates model collapse.
Alex Hanson*, Koutilya PNVR*, Sanjukta Krishnagopal, Larry Davis
ECCV Workshops, 2018
code | poster | bibtex
Two new architectures for detecting violence in videos from differnt violence domains.
Alex Hanson, Daniel Lichy
Class Project, 2019
Reconstruct multi-view depth maps from a single RGB or depth image source.
Alex Hanson, Ryen Krusinga, Julian Vanecek
Class Project, 2018
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.