no code implementations • 18 Dec 2023 • Wenbin An, Wenkai Shi, Feng Tian, Haonan Lin, Qianying Wang, Yaqiang Wu, Mingxiang Cai, Luyan Wang, Yan Chen, Haiping Zhu, Ping Chen
Then we propose a Scalable Query strategy to allow LLMs to choose true neighbors of the selected samples from multiple candidate samples.
no code implementations • 15 Mar 2022 • Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan
To improve model generalization with ordinal information, we propose a novel meta ordinal regression forest (MORF) method for medical image classification with ordinal labels, which learns the ordinal relationship through the combination of convolutional neural network and differential forest in a meta-learning framework.
no code implementations • 7 Dec 2020 • Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan
Recently, an unsure data model (UDM) was proposed to incorporate those unsure nodules by formulating this problem as an ordinal regression, showing better performance over traditional binary classification.
no code implementations • 7 Aug 2020 • Haiping Zhu, Hongming Shan, Yuheng Zhang, Lingfu Che, Xiaoyang Xu, Junping Zhang, Jianbo Shi, Fei-Yue Wang
We propose a novel ordinal regression approach, termed Convolutional Ordinal Regression Forest or CORF, for image ordinal estimation, which can integrate ordinal regression and differentiable decision trees with a convolutional neural network for obtaining precise and stable global ordinal relationships.
1 code implementation • 24 Oct 2019 • Haiping Zhu, Zhizhong Huang, Hongming Shan, Junping Zhang
Face aging is of great importance for cross-age recognition and entertainment-related applications.
no code implementations • 4 Jun 2019 • Feng Tian, Jia Yue, Kuo-Ming Chao, Buyue Qian, Nazaraf Shah, Longzhuang Li, Haiping Zhu, Yan Chen, Bin Zeng, Qinghua Zheng
from "The C Programming Language" course and "What are similarities and differences between packet switching and circuit switching?"
no code implementations • 27 May 2019 • Haiping Zhu, Yuheng Zhang, Guohao Li, Junping Zhang, Hongming Shan
This paper proposes an ordinal distribution regression with a global and local convolutional neural network for gait-based age estimation.
no code implementations • 8 Apr 2018 • Haiping Zhu, Qi Zhou, Junping Zhang, James Z. Wang
The latent vector preserves personalized face features and the age controls facial aging and rejuvenation.
Ranked #1 on Age Estimation on MORPH