Run-Xi Peng

CP-RRA: Clean-Preserving Residual Reliability Adaptation for Robust Multimodal Crisis Classification Under Degraded and Missing Evidence

Reliable and robust multimodal crisis classification is challenged by degraded, corrupted, or missing image–text evidence, because reliability-blind fusion can propagate an unreliable modality and amplify local evidence failure into joint prediction error. To address this problem, we propose Clean-Preserving Residual R...