Jian-Fang Hu
Email: hujf5@mail.sysu.edu.cn
Jian-Fang HuEmail: hujf5@mail.sysu.edu.cn |
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Short Bio
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Selected Publications |
(*) indicates corresponding author (指导学生研究) |
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Fuxing Liu, Chaolei Tan, Xiaotong Lin, Yonggang Qi, Jinxuan Li, Jian-Fang Hu*, "SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection", Association for the Advancement of Artificial Intelligence (AAAI), 2024. |
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Tianming Liang, Linhui Li, Jian-Fang Hu*, Xiangyang Yu, Wei-Shi Zheng, and Jianhuang Lai. "Rethinking Temporal Context in Video-QA: A Comprehensive Study of Single-frame Static Bias", IEEE Transactions on Multimedia (TMM), 2024. |
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Jin Li, Ziqiang He, Anwei Luo, Jian-Fang Hu, Z. Jane Wang, and Xiangui Kang，"AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks", Conference on Neural Information Processing Systems (NeurIPS), 2024. |
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Jia-Run Du, Jia-Chang Feng, Kun-Yu Lin, Fa-Ting Hong, Zhongang Qi, Ying Shan, Jian-Fang Hu*，and Wei-Shi Zheng*, "Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning", IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. |
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Linhui Li, Xiaotong Lin, Yejia Huang, Zizhen Zhang*, and Jian-Fang Hu*, "Beyond Minimum-of-N: Rethinking the Evaluation and Methods of Pedestrian Trajectory Prediction", IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024. |
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Chaolei Tan, Zihang Lin, Junfu Pu, Zhongang Qi, Wei-Yi Pei, Zhi Qu, Yexin Wang, Ying Shan, Wei-Shi Zheng, and Jian-Fang Hu*, "SynopGround: A Large-Scale Dataset for Multi-Paragraph Video Grounding from TV Dramas and Synopses", ACM Multimedia (ACM MM), 2024. |
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Xiaotong Lin, Tianming Liang, Jianhuang Lai, and Jian-Fang Hu*，"Progressive Pretext Task Learning for Human Trajectory Prediction"，European Conference on Computer Vision (ECCV), 2024. |
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Tianming Liang, Chaolei Tan, Beihao Xia, Wei-Shi Zheng, and Jian-Fang Hu*, "Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels"，IEEE Computer Vision and Pattern Recognition (CVPR), 2024. |
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Chaolei Tan, Jianhuang Lai, Wei-Shi Zheng, and Jian-Fang Hu*, "Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding"，IEEE Computer Vision and Pattern Recognition (CVPR), 2024. |
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Dian Zheng, Xiao-Ming Wu, Shu-Zhou Yang, Jian Zhang, Jian-Fang Hu, and Wei-Shi Zheng. Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. |
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Jianwei Tang, Jiangxin Sun, Xiaotong Lin, Lifang Zhang, Wei-Shi Zheng, and Jian-Fang Hu*, "Temporal Continual Learning with Prior Compensation for Human Motion Prediction", Conference on Neural Information Processing Systems (NeurIPS), 2023. |
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Zihang Lin, Chaolei Tan, Jian-Fang Hu*, Zhi Jin, Tiancai Ye, and Wei-Shi Zheng, "Collaborative Static and Dynamic Vision-Language Streams for Spatio-Temporal Video Grounding", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. (Winner of ACM MM 2022 Workshop Person In Context Challenge) |
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Chaolei Tan, Zihang Lin, Jian-Fang Hu*, Wei-Shi Zheng, and Jianhuang Lai, "Hierarchical Semantic Correspondence Networks for Video Paragraph Grounding", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. |
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Jiangxin Sun, Chunyu Wang, Huang Hu, Hanjiang Lai, Zhi Jin, and Jian-Fang Hu*，"You Never Stop Dancing: Non-freezing Dance Generation via Bank-constrained Manifold Projection", Conference and Workshop on Neural Information Processing Systems (NeurIPS), 2022. |
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Jiangxin Sun, Zihang Lin, Xintong Han, Jian-Fang Hu*, Jia Xu, and Wei-Shi Zheng, "Action-guided 3D Human Motion Prediction", Conference and Workshop on Neural Information Processing Systems (NeurIPS), 2021. |
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Jian-Fang Hu, Wei-Shi Zheng,
Jianhuang Lai, and Jianguo Zhang, "Jointly Learning Heterogeneous
Features for RGB-D Activity Recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 39 (11), 2186-2200, 2017. PDF SUPP-PDF Codes & SYSU 3D HOI Set & Demo |
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Xionghui Wang, Jian-Fang Hu (*) , Jianhuang Lai, Jianguo Zhang, and Wei-Shi Zheng, "Progressive Teacher-student Learning for Early Action Prediction", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. PDF |
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Guoliang Pang , Xionghui Wang, Jian-Fang Hu (*), Qing Zhang, and Wei-Shi Zheng, DBDNet: Learning Bi-directional Dynamics for Early Action Prediction, International Joint Conference on Artificial Intelligence (IJCAI), 2019. PDF |
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Jian-Fang Hu, Wei-Shi Zheng,
Jiahui Pan, Jianhuang Lai, and Jianguo Zhang, "Deep Bilinear Learning for RGB-D Action Recognition", European Conference on Computer Vision (ECCV), 2018. PDF |
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Jiafeng Xie, Bing Shuai, Jian-Fang Hu (*), Jingyang Lin, and Wei-Shi Zheng, "Improving Fast Segmentation with Teacher-student Learning", British Machine Vision Conference (BMVC), 2018. PDF |
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Shaofan Lai, Wei-Shi Zheng, Jian-Fang Hu, and Jianguo Zhang, "Global-Local Temporal Saliency Action Prediction", IEEE Transaction on Image Processing (TIP), 27(5), 2272-2285, 2018. |
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Jiachi He, Jian-Fang Hu, Xi Lu, Wei-Shi Zheng, "Multi-Task Mid-Level Feature Learning for Micro-Expression Recognition", Pattern Recognition (PR), 66 (6), 44-52, 2017. |
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Jian-Fang Hu, Wei-Shi Zheng,
Xiaohua Xie, and Jianhuang Lai, "Sparse Transfer
for Facial Shape-from-Shading", Pattern Recognition (PR), 68(8), 272-285, 2017. pdf |
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Jian-Fang Hu, Wei-Shi Zheng,
Lianyang Ma, Gang Wang, and Jianhuang Lai, "Real-time RGB-D Activity Prediction by Soft Regression", European Conference on Computer Vision (ECCV), 280-296, 2016. pdf. Prediction Results |
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Zhaoze Zhou, Wei-Shi Zheng, Jian-Fang Hu, Yong Xu, Jane You, " One-pass Online Learning: A Local Approach", Pattern Recognition (PR), 51, 346-357, 2016. pdf, code. |
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Jian-Fang Hu, Wei-Shi Zheng,
Jianhuang Lai, and Jianguo Zhang, "Jointly Learning Heterogeneous
Features for RGB-D Activity Recognition", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5344-5352, 2015. pdf |
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Jian-Fang Hu, Wei-Shi Zheng, Jianhuang Lai, Shaogang Gong, and Tao Xiang, "Exemplar-based Recognition of Human-Object Interactions", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 26(4), 647-660, 2016. pdf, BibTex, PHOW features (sports & PPMI set), SYSU Action Dataset, Project |
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Jianfang Hu, Guocan Feng, Jianhuang Lai, and
Wei-Shi Zheng, "Asymmetric Facial Shape based on Some Symmetry
Assumptions", Chines
Conference on Biometric Recognition
(CCBR), 42-49, 2011. VIDEO |
Copyright © 2015. Jian-Fang Hu All rights reserved.