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Don't let missing modalities sink your human sensing: PTA leverages meta-learning and knowledge distillation to build surprisingly robust single-modality encoders from noisy multimodal data.
Achieve robust multimodal fusion even with missing modalities by ensuring the fusion head always receives a complete, fixed-size input via learned proxy tokens.
