3 papers
cs.CV2023
OpenGCD: Assisting Open World Recognition with Generalized Category Discovery
Fulin Gao, Weimin Zhong, Zhixing Cao +2
A desirable open world recognition (OWR) system requires performing three tasks: (1) Open set recognition (OSR), i.e., classifying the known (classes seen during training) and reje…
cs.CV2021
Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning
Dayu Tan, Zheng Huang, Xin Peng +2
Cluster assignment of large and complex images is a crucial but challenging task in pattern recognition and computer vision. In this study, we explore the possibility of employing…
cs.LG2021
Representation Evaluation Block-based Teacher-Student Network for the Industrial Quality-relevant Performance Modeling and Monitoring
Dan Yang, Xin Peng, Yusheng Lu +2
Quality-relevant fault detection plays an important role in industrial processes, while the current quality-related fault detection methods based on neural networks main concentrat…