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Beijing University of Posts and Telecommunications
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Autonomous code generation combined with rigorous semantic review can drastically enhance scenario mining accuracy in complex driving environments.
By rethinking text-to-3D generation as a planning problem, this approach significantly reduces error propagation and enhances scene realism.
Transforming VLMs into active agents with cognitive maps leads to a staggering 53.2% boost in spatial reasoning accuracy.
A unified benchmark reveals the trade-offs between pixel-wise accuracy and perceptual realism in state-of-the-art image super-resolution techniques.