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Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients


Oct 04, 2022
Hualin Zhang, Huan Xiong, Bin Gu


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Balanced Self-Paced Learning for AUC Maximization


Jul 08, 2022
Bin Gu, Chenkang Zhang, Huan Xiong, Heng Huang


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Lower and Upper Bounds for Numbers of Linear Regions of Graph Convolutional Networks


Jun 01, 2022
Hao Chen, Yu Guang Wang, Huan Xiong


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Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation


Apr 22, 2022
Jie Liu, Yanqi Bao, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves

* Accepted in CVPR2022. Code will be available soon 

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Implicit Motion Handling for Video Camouflaged Object Detection


Mar 15, 2022
Xuelian Cheng, Huan Xiong, Deng-Ping Fan, Yiran Zhong, Mehrtash Harandi, Tom Drummond, Zongyuan Ge

* Accepted to CVPR 2022; Xuelian Cheng and Huan Xiong made equal contributions; Corresponding author: Deng-Ping Fan ([email protected]). Dataset: https://xueliancheng.github.io/SLT-Net-project 

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Learning to Learn Variational Semantic Memory


Oct 20, 2020
Xiantong Zhen, Yingjun Du, Huan Xiong, Qiang Qiu, Cees G. M. Snoek, Ling Shao

* accepted to NeurIPS 2020; code is available in https://github.com/YDU-uva/VSM 

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Learning to Learn with Variational Information Bottleneck for Domain Generalization


Jul 15, 2020
Yingjun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao

* 15 pages, 4 figures, ECCV2020 

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Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent


Sep 16, 2019
Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Fumin Shen, Ling Shao

* 14 pages 

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