Unsolved Problems in ML Safety (2022) [pdf]
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications (2023) [pdf]
Multimodal Machine Learning: A Survey and Taxonomy (2017) [pdf]
A Survey on Deep Learning for Multimodal Data Fusion (2020) [pdf]
A Review on Methods and Applications in Multimodal Deep Learning (2022) [pdf]
Deep Multimodal Learning: A survey on recent advances and trends (2017) [pdf]
Recent Advances and Trends in Multimodal Deep Learning: A Review (2021) [pdf]