Blar i NTNU Open på forfatter "Zhang, Jing"
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Classification of long sequential data using circular dilated convolutional neural networks
Cheng, Lei; Khalitov, Ruslan; Yu, Tong; Zhang, Jing; Yang, Zhirong (Peer reviewed; Journal article, 2023)Classification of long sequential data is an important Machine Learning task and appears in many application scenarios. Recurrent Neural Networks, Transformers, and Convolutional Neural Networks are three major techniques ... -
Distribution and gradient constrained embedding model for zero-shot learning with fewer seen samples
Zhang, Jing; Geng, YangLi-ao; Wang, Wen; Sun, Wenju; Yang, Zhirong; Li, Qingyong (Peer reviewed; Journal article, 2022)Zero-Shot Learning (ZSL), which aims to recognize unseen classes with no training data, has made great progress in recent years. However, established ZSL methods implicitly assumed that there exist sufficient labeled samples ... -
Molecular-level insights into the electronic effects in platinum-catalyzed carbon monoxide oxidation
Chen, Wenyao; Cao, J.B.; Yang, Jia; Cao, Yueqiang; Zhang, Hao; Jiang, Zheng; Zhang, Jing; Qian, Gang; Zhou, Xinggui; Chen, De; Yuan, Wei-Kang; Duan, Xuezhi (Peer reviewed; Journal article, 2021)A molecular-level understanding of how the electronic structure of metal center tunes the catalytic behaviors remains a grand challenge in heterogeneous catalysis. Herein, we report an unconventional kinetics strategy for ...