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ToolDF achieves a remarkable 14.39-point boost in macro-F1 scores over traditional methods while providing interpretable evidence for mixed-authenticity audio deepfake detection.
Malicious skills can be persistently stored and activated in self-evolving agents, posing a serious threat to their operational integrity.
Delta2Gamma achieves a striking 92.4% accuracy in Alzheimer's detection using low-cost EEG, surpassing traditional supervised methods and dedicated EEG techniques.
Overconfidence in VLMs can lead to misleading responses, but Semantic Flip effectively trains agents to refuse unanswerable queries with high accuracy.
Achieving closed-source model performance with open-source methods, BinTrack redefines spatial question answering for service robots navigating complex environments.
Escape the jagged landscape of trajectory optimization: natural functional gradients smooth the path to feasible robotic motion in complex environments.
