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Renmin University of China, Ant International
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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.
