Adyasha Maharana

Debiasing Multimodal Models via Causal Information Minimization

2023 · arXiv (Cornell University)

Most existing debiasing methods for multimodal models, including causal intervention and inference methods, utilize approximate heuristics to represent the biases, such as shallow features from early stages of training or unimodal features for multimodal tasks …