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most citedLPT++: Efficient Training on Mixture of Long-tailed Experts

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cs.LG2026

Towards Uniformity and Alignment for Multimodal Representation Learning

Wenzhe Yin, Pan Zhou, Zehao Xiao +4

Multimodal representation learning aims to construct a shared embedding space in which heterogeneous modalities are semantically aligned. Despite strong empirical results, InfoNCE-…