06-15 A Discriminative Approach for the Retrieval of Images from Text Queries

@inproceedings{Grangier20060615AD,
  title={06-15 A Discriminative Approach for the Retrieval of Images from Text Queries},
  author={David Grangier and Florent Monay and Samy Bengio},
  year={2006}
}
This work proposes a new approach to the retrieval of images from text queries. Contrasting with previous work, this method relies on a discriminative approach: the parameters are selected in order to minimize a loss related to the ranking performance of the model, i.e. its ability to rank the relevant pictures above the non-relevant ones when given a text… CONTINUE READING