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Vicarious Learning and Multimodal Dialogue
Sixth IEEE International Conference on Advanced Learning Technologies (ICALT'06), 2006Vicarious Learning is learning from watching others learn. We believe that this is a powerful model for computer-based learning. Learning episodes can be captured and replayed to later learners: this depends on the learning content being accessible and as far as possible external.
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Pan-cancer integrative histology-genomic analysis via multimodal deep learning
Cancer Cell, 2022Faisal Mahmood +2 more
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Symbiosis in Multimodal Concept Learning
1995In this paper we discuss an approach for learning multimodal concepts with Genetic Algorithms. The presented system Join-GA is a Genetic Algorithm for first order logic concept learning that has some features from both Michigan and Pittsburgh approaches.
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An overview of deep learning methods for multimodal medical data mining
Expert Systems With Applications, 2022Mohammad Saniee Abadeh
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Backdooring Multimodal Learning
2024 IEEE Symposium on Security and Privacy (SP)Xingshuo Han +7 more
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Learning from the global view: Supervised contrastive learning of multimodal representation
Information Fusion, 2023Sijie Mai, Haifeng Hu, Ying Zeng
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Excavating multimodal correlation for representation learning
Information Fusion, 2023Sijie Mai, Haifeng Hu, Ying Zeng
exaly
Multimodal Data Efficient Learning
Recently, unimodal models have attained good performance in many tasks. However, using one modality may not provide sufficient information in complex situations. Humans use multimodal input, such as vision and hearing, to act in the real world. Similarly, this thesis proposes systems that use multimodal input for video classification and visual ...openaire +2 more sources
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications
IEEE Journal on Selected Topics in Signal Processing, 2020Chao Zhang, Xiaodong He
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