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The proposed E-AVI framework improves predictive performance while providing inspectable support for assessment, feedback, and interactive analysis, and these results demonstrate that E-AVI consistently outperforms fine-tuned multimodal baselines in rank correlation.
Forget syntax fuzzing – semantic inconsistencies in pre-authentication 5G signaling are a goldmine of exploitable vulnerabilities, with this work uncovering 7 new CVEs in commercial smartphones.
Forget backpropagation for test-time adaptation: FOZO achieves state-of-the-art accuracy with a memory-efficient, forward-only zeroth-order prompt optimization, even on quantized models.