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EntroRouter achieves near-optimal expert accuracy while slashing computational costs by nearly half, challenging the status quo of model routing efficiency.
PolyFlow achieves rapid, high-quality mesh generation while outperforming traditional autoregressive models, thanks to its innovative continuous topology embedding.
Standard RLVR's token-level updates are often dominated by irrelevant tokens, but DelTA's discriminative reweighting unlocks significant performance gains in reasoning tasks.
Transformer-based architectures can now outperform CNNs in multi-view crowd tracking, especially in large, complex real-world scenes, thanks to a novel view-ground interaction mechanism.