Tutorial on Multimodal Machine Learning: Principles, Challenges, and Open Questions.
Paul Pu LiangLouis-Philippe MorencyPublished in: ICMI Companion (2023)
Keyphrases
- open questions
- machine learning
- future directions
- application of machine learning methods
- fundamental principles
- feature selection
- learning tasks
- machine learning methods
- machine learning algorithms
- decision trees
- pattern recognition
- active learning
- machine learning and data mining
- lessons learned
- learning algorithm
- statistical methods
- neural network
- multi modal
- data mining
- information extraction
- data analysis
- computer science
- reinforcement learning
- machine learning approaches
- computational biology
- multimodal interaction
- learning systems
- multimodal information
- audio visual
- design principles
- inductive logic programming
- kernel methods
- text classification
- natural language processing
- multimedia
- real world