Hanzhe Hu
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hanzheh [at] cs.cmu.edu, huhz [at] pku.edu.cn
                                  

I am a PhD student at School of Computer Science of Carnegie Mellon University, adviced by Prof. Shubham Tulsiani. I am a part of CMU Computer Vision Group. I obtained my Master's degree in Computer Science from School of EECS of Peking University, adviced by Prof. Liwei Wang. Prior to PKU, I got my Bachelor's degree in Physics from Nanjing University and worked at LAMDA of NJU led by Prof. Zhihua Zhou. I spent a wonderful summer in 2021 doing internship at UCSD, adviced by Prof. Xiaolong Wang.

My research interests are Computer Vision and Machine Learning. Especially, I am interested in 3D Vision, Scene Understanding and Label-Efficient Learning.

I am always open to research collaborations. Feel free to contact me.

News

Publications (Full list can be found here.)

Learning Implicit Feature Alignment Function for Semantic Segmentation
Hanzhe Hu, Yinbo Chen, Jiarui Xu, Shubhankar Borse, Hong Cai, Fatih Porikli, Xiaolong Wang
European Conference on Computer Vision (ECCV), 2022
[Paper] [Code]

Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning
Hanzhe Hu, Fangyun Wei, Han Hu, Qiwei Ye, Jinshi Cui, Liwei Wang
Neural Information Processing Systems (NeurIPS), 2021 (Spotlight)
[Paper] [Code]

Region-aware Contrastive Learning for Semantic Segmentation
Hanzhe Hu, Jinshi Cui, Liwei Wang
International Conference in Computer Vision (ICCV), 2021
[Paper] [Code]

Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection
Hanzhe Hu, Shuai Bai, Aoxue Li, Jinshi Cui, Liwei Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Paper] [Code]

Context-aware Graph Convolution Network for Target Re-identification
Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, Junjie Yan
AAAI Conference on Aritifical Intelligence (AAAI), 2021
[Paper]

Class-wise Dynamic Graph Convolution for Semantic Segmentation
Hanzhe Hu, Deyi Ji, Weihao Gan, Shuai Bai, Wei Wu, Junjie Yan
European Conference on Computer Vision (ECCV), 2020
[Paper]

Boundary-aware Graph Convolution for Semantic Segmentation
Hanzhe Hu, Jinshi Cui, Hongbin Zha
International Conference on Pattern Recognition (ICPR), 2020
[Paper]

Adaptive Dilated Network with Self-Correction Supervision for Counting
Shuai Bai, Zhiqun He, Yu Qiao, Hanzhe Hu, Wei Wu, Junjie Yan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[Paper]


Thesis

Label-Efficient Learning for Object Recognition
Hanzhe Hu
Master's Thesis, Peking University, 2022

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An INTJ. I love traveling and reading books.