Peiyun Hu

I am a PhD student (2016-) at the Robotics Institute of Carnegie Mellon University, where I am fortunate to be advised by with Deva Ramanan. Prior to joining CMU, I spent four years at Tsinghua University and two years at UC Irvine.

Email: peiyunh@cs.cmu.edu

Research

My research interest lies in the intersection of computer vision and machine learning. I am passionate about building learning systems that solve real-world computer vision problems.

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Active Learning with Partial Feedback
Peiyun Hu, Zack C. Lipton, Anima Anandkumar, Deva Ramanan
arXiv, 2018
arXiv


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Comparing Apples and Oranges: Off-Road Pedestrian Detection on the NREC Agricultural Person-Detection Dataset
Zachary Pezzementi, Trenton Tabor, Peiyun Hu, Jonathan K. Chang, Deva Ramanan, Carl Wellington, Benzun P. Wisely Babu, Herman Herman
Journal of Field Robotics (JFR), 2017
arxiv / paper / dataset / video


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Finding Tiny Faces
Peiyun Hu, Deva Ramanan
Computer Vision and Pattern Recognition (CVPR), 2017
arXiv / project / code / press


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Bottom-Up and Top-Down Reasoning with Hierarchical Rectified Gaussians
Peiyun Hu, Deva Ramanan
Computer Vision and Pattern Recognition (CVPR), 2016
(Spotlight Presentation)
paper / project / ext. abstract / slides / talk / poster / code




The webpage design was "stolen" from Aayush Bansal, Jon Barron, and Carl Vondrick. Special thanks to them!