Debiasing Multimodal Models via Causal Information Minimization

Vaidehi Patil, Adyasha Maharana, Mohit Bansal

Most existing debiasing methods for multimodal models, including causal intervention and inference methods, utilize approximate heuristics to represent the biases, such as shallow…