基本信息
views: 37

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 13 篇Author StatisticsCo-AuthorSimilar Experts
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Ritwik Gupta,Leah Walker,Rodolfo Corona,Stephanie Fu,Suzanne Petryk, Janet Napolitano,Trevor Darrell,Andrew W. Reddie
CoRR (2024)
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Florian Bordes,Richard Yuanzhe Pang,Anurag Ajay,Alexander C. Li,Adrien Bardes,Suzanne Petryk,Oscar Mañas,Zhiqiu Lin,Anas Mahmoud,Bargav Jayaraman,Mark Ibrahim,Melissa Hall,Yunyang Xiong,Jonathan Lebensold,Candace Ross, Srihari Jayakumar,Chuan Guo,Diane Bouchacourt,Haider Al-Tahan, Karthik Padthe,Vasu Sharma,Hu Xu,Xiaoqing Ellen Tan,Megan Richards,Samuel Lavoie,Pietro Astolfi,Reyhane Askari Hemmat,Jun Chen,Kushal Tirumala,Rim Assouel,Mazda Moayeri, Arjang Talattof,Kamalika Chaudhuri,Zechun Liu,Xilun Chen,Quentin Garrido,Karen Ullrich,Aishwarya Agrawal,Kate Saenko,Asli Celikyilmaz,Vikas Chandra
CoRR (2024)
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CoRR (2024)
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Suzanne Petryk,David M. Chan, Anish Kachinthaya, Haodi Zou,John Canny,Joseph E. Gonzalez,Trevor Darrell
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2022)
Applied AI Lettersno. 4 (2021)
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Author Statistics
#Papers: 13
#Citation: 280
H-Index: 4
G-Index: 7
Sociability: 4
Diversity: 2
Activity: 10
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