Aditya Mehta

Harnessing Domain Specialists in Multimodal Mixture-of-Experts for Efficient Adaptation

Mixture-of-Experts (MoE) architectures scale model capacity through sparse computation, routing each token through only a small subset of experts. In this work, we explore whether this sparsity gives rise to emergent intrinsic organization in multimodal MoEs. We find that experts develop strong semantic specialization...