Multimodal Datasets with Controllable Mutual Information

Raheem Karim Hashmani, Garrett W. Merz, Helen Qu +2

We introduce a framework for generating highly multimodal datasets with explicitly calculable mutual information (MI) between modalities. This enables the construction of benchmark…