Focus on What Matters: Fisher-Guided Adaptive Multimodal Fusion for Vulnerability Detection
The TaCCS-DFA framework is designed, which combines online low-rank Fisher subspace estimation with an adaptive gating mechanism to enable efficient task-oriented fusion, and significantly tightens the upper bound on the output error.