基本信息
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Bio
My research interests are currently in using explainability of convolutional neural networks for model compression and faster training. I am also interested in neural architecture search.
Outside of research, I love to climb. I also like going for a run when it's nice weather (very grateful for Berkeley's average of 256 sunny days per year).
research
I started my research career in materials science before switching focus to machine learning and computer vision. I spent a summer at the University of Utah growing crystals of a special conductive material (the best part: sealing vacuum-pumped glass tubes with a blowtorch!). I then spent a summer at UC Berkeley in transportation engineering. I started as a PhD student at UC Berkeley in August 2019 and am excited about my current research direction on improving the efficiency of CNNs.
Research Interests
Papers共 9 篇Author StatisticsCo-AuthorSimilar Experts
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Suzanne Petryk,David M. Chan, Anish Kachinthaya, Haodi Zou,John Canny,Joseph E. Gonzalez,Trevor Darrell
CoRR (2024)
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CoRR (2023): 13638-13646
CoRR (2022)
IEEE Conference on Computer Vision and Pattern Recognitionno. 1 (2022): 18071-18081
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