1 code implementation • ICLR 2021 • Manli Zhang, Jianhong Zhang, Zhiwu Lu, Tao Xiang, Mingyu Ding, Songfang Huang
Importantly, at the episode-level, two SSL-FSL hybrid learning objectives are devised: (1) The consistency across the predictions of an FSL classifier from different extended episodes is maximized as an episode-level pretext task.
no code implementations • 28 Feb 2020 • Jianhong Zhang, Manli Zhang, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
To address this problem, we propose a graph convolutional network (GCN)-based label denoising (LDN) method to remove the irrelevant images.
1 code implementation • CVPR 2019 • Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen
Visual dialog is a challenging vision-language task, which requires the agent to answer multi-round questions about an image.
Ranked #13 on Visual Dialog on VisDial v0.9 val
no code implementations • COLING 2018 • Qianjia Huang, Diana Inkpen, Jianhong Zhang, David Van Bruwaene
This paper describes the process of building a cyberbullying intervention interface driven by a machine-learning based text-classification service.