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SafeCA slashes jailbreak success rates by 20% while adding virtually no latency, revolutionizing defenses for text-to-video models.
MobileSAM2 achieves high-performance segmentation on mobile devices by distilling a heavyweight model into a lightweight version using innovative hypergraph techniques.
Collective Skill Tree Search transforms LLMs into versatile agents capable of mastering complex tasks through a structured skill tree that enhances their adaptability and performance.
Even with only 0.3% data poisoning, BadCLIP++ achieves near-perfect attack success rates on multimodal models and maintains effectiveness against a wide range of defenses, highlighting a significant vulnerability.
