On the Number of Linear Regions of Convolutional Neural Networks, Huan Xiong, Lei Huang, Mengyang Yu, Li Liu, Fan Zhu, Ling Shao
Huan Xiong

Learning Multi-Attention Context Graph for Group-Based Re-Identification, Yichao Yan, Jie Qin, Bingbing Ni, Jiaxin Chen, Li Liu, Fan Zhu, Wei Shi Zheng, Xiaokang Yang, Ling Shao
Machine Learning Faculty Publications

A Generalized Method for Binary Optimization: Convergence Analysis and Applications, Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, Ling Shao
Machine Learning Faculty Publications

A Generalized Method for Binary Optimization: Convergence Analysis and Applications, Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, Ling Shao
Huan Xiong

Layer-Wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs, Lei Huang, Jie Qin, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

Learning Attentive and Hierarchical Representations for 3D Shape Recognition, Jiaxin Chen, Jie Qin, Yuming Shen, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

Invertible Zero-Shot Recognition Flows, Yuming Shen, Jie Qin, Lei Huang, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

Deep Local Binary Coding for Person Re-Identification by Delving into the Details, Jiaxin Chen, Jie Qin, Yichao Yan, Lei Huang, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

Region Graph Embedding Network for Zero-Shot Learning, Guo Sen Xie, Li Liu, Fan Zhu, Fang Zhao, Zheng Zhang, Yazhou Yao, Jie Qin, Ling Shao
Machine Learning Faculty Publications

STAR: A Structure and Texture Aware Retinex Model, Jun Xu, Yingkun Hou, Dongwei Ren, Li Liu, Fan Zhu, Mengyang Yu, Haoqian Wang, Ling Shao
Machine Learning Faculty Publications

NLH: A Blind Pixel-Level Non-Local Method for Real-World Image Denoising, Yingkun Hou, Jun Xu, Mingxia Liu, Guanghai Liu, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

On the Number of Linear Regions of Convolutional Neural Networks, Huan Xiong, Lei Huang, Mengyang Yu, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications