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Ollivier-Ricci curvature reveals and rectifies spectral representation errors in GNN-to-MLP distillation, unlocking significant accuracy gains for graph-free student models.
RouteGraph-Mona achieves superior mineral classification accuracy by dynamically adapting routing based on sample-specific scale preferences, addressing a critical challenge in geological imaging.
PRAXIS reveals that systematically extracting and surfacing tacit knowledge can dramatically enhance LLM performance in domain-specific code generation, outperforming traditional methods.
ReX-Shot achieves seamless control over viewpoint, focal length, and photographic effects from a single image, outperforming existing methods in both quality and speed.