no code implementations • 25 May 2023 • Xiaomeng Yang, Zhi Qiao, Jin Wei, Dongbao Yang, Yu Zhou
We utilize the training procedure of PLM, and to integrate MLM, we incorporate word length information into the decoding process and replace the undetermined characters with mask tokens.
no code implementations • 5 Jul 2021 • Dongbao Yang, Yu Zhou, Weiping Wang
Due to the storage burden and the privacy of old data, sometimes it is impractical to train the model from scratch with both old and new data.
no code implementations • 27 Jul 2020 • Dongbao Yang, Yu Zhou, Dayan Wu, Can Ma, Fei Yang, Weiping Wang
Modern object detection methods based on convolutional neural network suffer from severe catastrophic forgetting in learning new classes without original data.
no code implementations • 23 May 2020 • Yudi Chen, Wei Wang, Yu Zhou, Fei Yang, Dongbao Yang, Weiping Wang
To address this problem, we propose a self-training framework to automatically mine hard examples with pseudo-labels from unannotated videos or images.
2 code implementations • CVPR 2020 • Zhi Qiao, Yu Zhou, Dongbao Yang, Yucan Zhou, Weiping Wang
Scene text recognition is a hot research topic in computer vision.
1 code implementation • 2 Jan 2020 • Dezhao Luo, Chang Liu, Yu Zhou, Dongbao Yang, Can Ma, Qixiang Ye, Weiping Wang
As a proxy task, it converts rich self-supervised representations into video clip operations (options), which enhances the flexibility and reduces the complexity of representation learning.
Ranked #11 on Self-supervised Video Retrieval on HMDB51
no code implementations • 27 Aug 2019 • Xugong Qin, Yu Zhou, Dongbao Yang, Weiping Wang
The performance of the proposed method is comparable with the state-of-the-art methods with only 10% pixel-level annotated data and 90% rectangle-level weakly annotated data.