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Achieving 100x parameter efficiency, LoopWM redefines how we approach long-horizon world modeling by introducing iterative latent depth as a new scaling axis.
Achieving robust patient-level predictions in pathology, AGE-MIL outperforms existing methods by effectively integrating evidence from multiple whole-slide images.
