ModalImmune enforces modality immunity in multimodal models by controlled collapse of input channels during training using adaptive regularizers and meta-optimization.
Toward robust incomplete multimodal sentiment analysis via hierarchical representation learning.Advances in Neural Information Processing Systems, 37:28515–28536, 2024
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ModalImmune: Immunity Driven Unlearning via Self Destructive Training
ModalImmune enforces modality immunity in multimodal models by controlled collapse of input channels during training using adaptive regularizers and meta-optimization.