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Siyu Huang

Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples


Jun 20, 2021
Xuanyu Wu, Xuhong Li, Haoyi Xiong, Xiao Zhang, Siyu Huang, Dejing Dou

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BM-NAS: Bilevel Multimodal Neural Architecture Search


Apr 19, 2021
Yihang Yin, Siyu Huang, Xiang Zhang, Dejing Dou

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ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows


Apr 09, 2021
Jie An, Siyu Huang, Yibing Song, Dejing Dou, Wei Liu, Jiebo Luo

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* CVPR 2021 Accepted 
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Contour Primitive of Interest Extraction Network Based on One-shot Learning for Object-Agnostic Vision Measurement


Oct 07, 2020
Fangbo Qin, Jie Qin, Siyu Huang, De Xu

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* Submitted to IEEE Robotics and Automation Letters 
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TP-LSD: Tri-Points Based Line Segment Detector


Sep 11, 2020
Siyu Huang, Fangbo Qin, Pengfei Xiong, Ning Ding, Yijia He, Xiao Liu

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* Europeon Conference on Computer Vision (2020) 
 * Accepted by ECCV 2020 
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SBAT: Video Captioning with Sparse Boundary-Aware Transformer


Jul 23, 2020
Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang

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* Appearing at IJCAI 2020 
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Generating Person Images with Appearance-aware Pose Stylizer


Jul 17, 2020
Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou

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* Appearing at IJCAI 2020. The code is available at https://github.com/siyuhuang/PoseStylizer 
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Parameter-Free Style Projection for Arbitrary Style Transfer


Mar 17, 2020
Siyu Huang, Haoyi Xiong, Tianyang Wang, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou

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* 9 pages, 12 figures 
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Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning


Nov 01, 2019
Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang

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* Accepted as a long paper at EMNLP 2019 
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Text Guided Person Image Synthesis


Apr 10, 2019
Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Jiachen Li, Zhongfei Zhang

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* To appear at CVPR 2019 
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Perceiving Physical Equation by Observing Visual Scenarios


Nov 29, 2018
Siyu Huang, Zhi-Qi Cheng, Xi Li, Xiao Wu, Zhongfei Zhang, Alexander Hauptmann

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* NIPS 2018 Workshop on Modeling the Physical World 
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Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance


Aug 22, 2018
Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander Hauptmann

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* The code is available at http://github.com/siyuhuang/crowdcount-stackpool 
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GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning


Aug 01, 2018
Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander Hauptmann

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* ACM MM 2018 (Oral) 
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Deep Learning Driven Visual Path Prediction from a Single Image


Jan 27, 2016
Siyu Huang, Xi Li, Zhongfei Zhang, Zhouzhou He, Fei Wu, Wei Liu, Jinhui Tang, Yueting Zhuang

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* IEEE Transactions on Image Processing, vol. 25, no. 12, pp. 5892-5904, Dec. 2016 
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