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SYDE 720

Selected Topics in Computation

Graduate

Fall 2021 · Artificial Intelligence for Image Search and Retrieval

Topics

  • Large image archives and image similarity
  • Transfer learning with deep networks
  • Ensemble methods
  • Self-organizing maps
  • Autoencoders and generative models
  • Siamese networks and the semantic gap

Readings

  • Literature-based reading course; students summarize four research papers. Specific paper titles are not listed.
    unspecified
Sources