ModalImmune enforces modality immunity in multimodal models by controlled collapse of input channels during training using adaptive regularizers and meta-optimization.
Progressive hard negative masking: From global uniformity to local tolerance.IEEE Transactions on Knowledge and Data Engineering, 35(12):12932–12943, 2023
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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.