Incomplete Multi-Modal Visual Data Grouping

@inproceedings{Zhao2016IncompleteMV,
  title={Incomplete Multi-Modal Visual Data Grouping},
  author={Handong Zhao and Hongfu Liu and Yun Fu},
  booktitle={IJCAI},
  year={2016}
}
Nowadays multi-modal visual data are much easier to access as the technology develops. Nevertheless, there is an underlying problem hidden behind the emerging multi-modality techniques: What if one/more modal data fail? Motivated by this question, we propose an unsupervised method which well handles the incomplete multi-modal data by transforming the original and incomplete data to a new and complete representation in a latent space. Different from the existing efforts that simply project data… CONTINUE READING
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