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CapRL++ redefines caption quality through utility, enabling models to produce high-fidelity descriptions without the constraints of traditional supervised fine-tuning.
Ditch diffusion models: MeanFlow policies offer a faster, leaner path to high-performing reinforcement learning agents.
By mimicking how humans use visual anchors, ChartVSR lets models iteratively correct their own visual perception errors, leading to more accurate chart parsing.
