Corpus ID: 13013523

Multi-Instance Visual-Semantic Embedding

@article{Ren2015MultiInstanceVE,
  title={Multi-Instance Visual-Semantic Embedding},
  author={Zhou Ren and Hailin Jin and Zhe L. Lin and Chen Fang and Alan L. Yuille},
  journal={ArXiv},
  year={2015},
  volume={abs/1512.06963}
}
  • Zhou Ren, Hailin Jin, +2 authors Alan L. Yuille
  • Published 2015
  • Computer Science
  • ArXiv
  • Visual-semantic embedding models have been recently proposed and shown to be effective for image classification and zero-shot learning, by mapping images into a continuous semantic label space. Although several approaches have been proposed for single-label embedding tasks, handling images with multiple labels (which is a more general setting) still remains an open problem, mainly due to the complex underlying corresponding relationship between image and its labels. In this work, we present… CONTINUE READING

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