1 code implementation • 13 Sep 2023 • Zhenguang Liu, Xinyang Yu, Ruili Wang, Shuai Ye, Zhe Ma, Jianfeng Dong, Sifeng He, Feng Qian, Xiaobo Zhang, Roger Zimmermann, Lei Yang
We theoretically analyzed the mutual information between the label and the disentangled features, arriving at a loss that maximizes the extraction of task-relevant information from the original feature.
no code implementations • 14 Dec 2021 • Binyan Jiang, Chenlei Leng, Cheng Wang, Zhongqing Yang, Xinyang Yu
Datasets containing both categorical and continuous variables are frequently encountered in many areas, and with the rapid development of modern measurement technologies, the dimensions of these variables can be very high.
no code implementations • CVPR 2021 • Xiaolei Lv, Shengchu Zhao, Xinyang Yu, Binqiang Zhao
Recognition and reconstruction of residential floor plan drawings are important and challenging in design, decoration, and architectural remodeling fields.