Explaining Neural Networks Semantically and Quantitatively
Chen, Runjin, Chen, Hao, Huang, Ge, Ren, Jie, Zhang, Quanshi
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Interpretability of Neural Networks Based on Game-theoretic Interactions
Zhou, Huilin, Ren, Jie, Deng, Huiqi, Cheng, Xu, Zhang, Jinpeng, Zhang, Quanshi
Published in International journal of automation and computing (01.08.2024)
Published in International journal of automation and computing (01.08.2024)
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Journal Article
Rapid detection and recognition of whole brain activity in a freely behaving Caenorhabditis elegans
Wu, Yuxiang, Wu, Shang, Wang, Xin, Lang, Chengtian, Zhang, Quanshi, Wen, Quan, Xu, Tianqi
Published in PLoS computational biology (01.10.2022)
Published in PLoS computational biology (01.10.2022)
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Journal Article
Unsupervised skeleton extraction and motion capture from 3D deformable matching
Zhang, Quanshi, Song, Xuan, Shao, Xiaowei, Shibasaki, Ryosuke, Zhao, Huijing
Published in Neurocomputing (Amsterdam) (16.01.2013)
Published in Neurocomputing (Amsterdam) (16.01.2013)
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Journal Article
Learning Graph Matching: Oriented to Category Modeling from Cluttered Scenes
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Shibasaki, Ryosuke
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
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Conference Proceeding
Journal Article
Mining Object Parts from CNNs via Active Question-Answering
Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Mining And-Or Graphs for Graph Matching and Object Discovery
Zhang, Quanshi, Wu, Ying Nian, Zhu, Song-Chun
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
Journal Article
Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Shibasaki, Ryosuke
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
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Conference Proceeding
When 3D Reconstruction Meets Ubiquitous RGB-D Images
Quanshi Zhang, Xuan Song, Xiaowei Shao, Huijing Zhao, Shibasaki, Ryosuke
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
Published in 2014 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2014)
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Conference Proceeding
Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models
Quanshi Zhang, Xuan Song, Xiaowei Shao, Shibasaki, Ryosuke, Huijing Zhao
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
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Conference Proceeding
Interpreting CNNs via Decision Trees
Zhang, Quanshi, Yang, Yu, Ma, Haotian, Wu, Ying Nian
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Interpretable Convolutional Neural Networks
Zhang, Quanshi, Wu, Ying Nian, Zhu, Song-Chun
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Explaining Knowledge Distillation by Quantifying the Knowledge
Cheng, Xu, Rao, Zhefan, Chen, Yilan, Zhang, Quanshi
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Unifying Fourteen Post-Hoc Attribution Methods With Taylor Interactions
Deng, Huiqi, Zou, Na, Du, Mengnan, Chen, Weifu, Feng, Guocan, Yang, Ziwei, Li, Zheyang, Zhang, Quanshi
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2024)
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Journal Article
Interpretable Rotation-Equivariant Quaternion Neural Networks for 3D Point Cloud Processing
Shen, Wen, Wei, Zhihua, Ren, Qihan, Zhang, Binbin, Huang, Shikun, Fan, Jiaqi, Zhang, Quanshi
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (01.05.2024)
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Journal Article
Interpretable CNNs for Object Classification
Zhang, Quanshi, Wang, Xin, Wu, Ying Nian, Zhou, Huilin, Zhu, Song-Chun
Published in IEEE transactions on pattern analysis and machine intelligence (01.10.2021)
Published in IEEE transactions on pattern analysis and machine intelligence (01.10.2021)
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Journal Article
Visual graph mining for graph matching
Zhang, Quanshi, Song, Xuan, Yang, Yu, Ma, Haotian, Shibasaki, Ryosuke
Published in Computer vision and image understanding (01.01.2019)
Published in Computer vision and image understanding (01.01.2019)
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Journal Article
Defining and Quantifying the Emergence of Sparse Concepts in DNNs
Ren, Jie, Li, Mingjie, Chen, Qirui, Deng, Huiqi, Zhang, Quanshi
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding