1 code implementation • 27 Mar 2024 • Yanbing Zhang, Mengping Yang, Qin Zhou, Zhe Wang
However, an intriguing problem persists: Is it possible to capture multiple, novel concepts from one single reference image?
1 code implementation • 6 Sep 2023 • Jinglong Wang, Xiawei Li, Jing Zhang, Qingyuan Xu, Qin Zhou, Qian Yu, Lu Sheng, Dong Xu
The pre-trained text-image discriminative models, such as CLIP, has been explored for open-vocabulary semantic segmentation with unsatisfactory results due to the loss of crucial localization information and awareness of object shapes.
no code implementations • 10 Aug 2022 • Kangqing Ye, Peng Liu, Xiaoyang Zou, Qin Zhou, Guoyan Zheng
Three-dimensional (3D) integrated renal structures (IRS) segmentation is important in clinical practice.
no code implementations • 10 Dec 2021 • Zhigang Chang, Zhao Yang, Yongbiao Chen, Qin Zhou, Shibao Zheng
Validations on the gait recognition metric CASIA-B dataset further demonstrated the capability of our hybrid model.
no code implementations • 1 Dec 2021 • Chuang Liu, Hua Yang, Qin Zhou, Shibao Zheng
One major challenge comes from the imbalanced long-tail person identity distributions, which prevents the one-step person search model from learning discriminative person features for the final re-identification.
no code implementations • 24 Aug 2021 • Chuang Liu, Hua Yang, Qin Zhou, Shibao Zheng
In the proposed TDN, for better knowledge transfer from the Re-ID teacher model to the one-step person search model, we design a strong one-step person search base framework by partially disentangling the two subtasks.
no code implementations • 30 Jul 2021 • Ruobin Gao, Liang Du, P. N. Suganthan, Qin Zhou, Kum Fai Yuen
Electricity load forecasting is crucial for the power systems' planning and maintenance.
no code implementations • 19 Jan 2021 • Binjie Li, Qin Zhou, Xiaoping Xie
This paper analyzes a discretization of a stochastic parabolic optimal control problem, where the diffusion term contains the control variable.
Numerical Analysis Numerical Analysis Optimization and Control
no code implementations • 24 Dec 2020 • Paul Anderson, Yifan Huang, Yuanjun Fan, Sara Qubbaj, Sinisa Coh, Qin Zhou, Claudia Ojeda-Aristizabal
Reversible and controlled uniaxial strain triggers these topological defects, manifested as new quantum Hall effect plateaus as well as a discrete and reversible modulation of the current across the device.
Mesoscale and Nanoscale Physics
no code implementations • 17 Nov 2019 • Zhigang Chang, Qin Zhou, Mingyang Yu, Shibao Zheng, Hua Yang, Tai-Pang Wu
To learn the optimal similarity function between probe and gallery images in Person re-identification, effective deep metric learning methods have been extensively explored to obtain discriminative feature embedding.
1 code implementation • NeurIPS 2019 • Xinzhe Li, Qianru Sun, Yaoyao Liu, Shibao Zheng, Qin Zhou, Tat-Seng Chua, Bernt Schiele
On each task, we train a few-shot model to predict pseudo labels for unlabeled data, and then iterate the self-training steps on labeled and pseudo-labeled data with each step followed by fine-tuning.
no code implementations • 15 May 2018 • Qin Zhou, Heng Fan, Hua Yang, Hang Su, Shibao Zheng, Shuang Wu, Haibin Ling
To address this problem, in this paper, we present a robust and efficient graph correspondence transfer (REGCT) approach for explicit spatial alignment in Re-ID.
no code implementations • 1 Apr 2018 • Qin Zhou, Heng Fan, Shibao Zheng, Hang Su, Xinzhe Li, Shuang Wu, Haibin Ling
In this paper, we propose a graph correspondence transfer (GCT) approach for person re-identification.
no code implementations • 22 Mar 2018 • Zhigang Chang, Qin Zhou, Heng Fan, Hang Su, Hua Yang, Shibao Zheng, Haibin Ling
Meanwhile, a weighting scheme is applied on the bilinear coding to adaptively adjust the weights of local features at different locations based on their importance in recognition, further improving the discriminability of feature aggregation.