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Beijing Jiaotong University
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Multilingual instruction following in VLA models reveals a surprising performance drop, highlighting a critical gap that could hinder global applicability of these systems.
Quantum-inspired gating unlocks better knowledge transfer in class-incremental learning, outperforming existing methods by dynamically modeling task relationships.