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University of Science and Technology of China
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Forget imperfect inversions – ResetEdit lets you edit generated images with the same latent that created them, unlocking unprecedented precision and control.
You can detect prompt injection attacks in screenshot-based web agents with 8x speedup and no extra memory by looking for telltale visual "smoothness" and reversed text polarity.
QuantumQA reveals that integrating verifiable, rule-based feedback can dramatically enhance LLM performance in scientific reasoning, achieving results on par with larger proprietary models.
I2V forensics get a proactive boost: "Flow of Truth" traces pixel motion to expose temporal inconsistencies in generated videos, even across different models.