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Current video generation benchmarks overlook crucial aspects of physical plausibility and temporal coherence, highlighting the need for holistic evaluation metrics like PhyScore.
Software vulnerability detection gets a serious upgrade: aligning code with developer comments boosts F1 scores by up to 27% compared to traditional code-only methods.
Achieve state-of-the-art dynamic 3D reconstruction from sparse views by intelligently fusing explicit 3D geometry with generative priors, avoiding common pitfalls like structural drift and temporal inconsistency.
Finally, a blind face restoration method that doesn't just hallucinate details, but lets you precisely control facial attributes via text prompts while maintaining high fidelity.
