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Multimodal Foundational Courses

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CMU Multimodal Machine Learning

  • Course Homepage
  • Instructor: Professor Louis-Philippe Morency (CMU Language Technologies Institute)
  • Topics covered:
    • Multimodal representation learning
    • Multimodal alignment
    • Cross-modal fusion and transfer
    • Applications: sentiment recognition, dialogue systems, video understanding, and more
  • Highlights: One of the most systematic multimodal machine learning courses in the world; lecture notes and paper reading lists are updated every year.

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CMU Multimodal Machine Learning