Zonghao GuoPh.D. candidateRoom 330, Academy 2 Building
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Biography
I am a Ph.D. candidate of PRISDL in the School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences , advised by Prof. Qixiang Ye. I got a B.E. degree in Wuhan University, Wuhan in June 2019.
My research interests include computer vision and deep learning, specifically for object detection and instance segmentation.
Publications
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Zonghao Guo, Chang Liu, Xiaosong Zhang, Jianbin Jiao, Xiangyang Ji, Qixiang Ye
Beyond Bounding-Box: Convex-hull Feature Adaptation for Oriented and Densely Packed Object Detection IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021 [Paper] [Code] |
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Zhiliang Peng, Zonghao Guo, Wei Huang, Yaowei Wang, Lingxi Xie, Jianbin Jiao, Qixiang Ye
Conformer: Local features coupling global representations for visual recognition and detection IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 [Paper] [Code] |
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Mingxiang Liao*, Zonghao Guo*, Yuze Wang, Peng Yuan, Bailan Feng, Fang Wan
AttentionShift: Iteratively Estimated Part-based Attention Map for Pointly Supervised Instance Segmentation IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023 |
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Feng Liu, Xiaosong Zhang, Zhiliang Peng, Zonghao Guo, Fang Wan, Xiangyang Ji, Qixiang Ye
Integral Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection IEEE International Conference on Computer Vision, 2023 [arXiv preprint] [Code] |
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Zonghao Guo, Xiaosong Zhang, Chang Liu, Xiangyang Ji, Jianbin Jiao, Qixiang Ye
Convex-hull Feature Adaptation for Oriented and Densely Packed Object Detection IEEE Transactions on Circuits and Systems for Video Technology, 2022 [Paper] [Code] |
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Yongqiang Mao*, Zonghao Guo*, Xiaonan Lu, Zhiqiang Yuan, Haowen Guo
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes International Conference on 3D Vision (Oral), 2022 [Paper] |
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Zhiliang Peng, Wei Huang, Zonghao Guo, Xiaosong Zhang, Jianbin Jiao, Qixiang Ye
Long-tailed Distribution Adaptation 29th ACM International Conference on Multimedia, 2021 [Paper] [Code] |
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Yongqiang Mao, Xian Sun, Kaiqiang Chen, Wenhui Diao, Zonghao Guo, Xiaonan Lu, Kun Fu
Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders AAAI Conference on Artificial Intelligence Workshop, 2021 [Paper] |