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Boosting Active Learning via Improving Test Performance


Dec 10, 2021
Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu

* AAAI 2022 
* 13 pages 

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FINO: Flow-based Joint Image and Noise Model


Nov 11, 2021
Lanqing Guo, Siyu Huang, Haosen Liu, Bihan Wen


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AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators


Sep 21, 2021
Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang


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Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study


Sep 02, 2021
Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou


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Semi-Supervised Active Learning with Temporal Output Discrepancy


Jul 29, 2021
Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou

* ICCV 2021. Code is available at https://github.com/siyuhuang/TOD 

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ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement


Jul 13, 2021
Rongkai Zhang, Lanqing Guo, Siyu Huang, Bihan Wen

* Accepted by ACM MM 2021 

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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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

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

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