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cs.CL2024
MATE: Meet At The Embedding -- Connecting Images with Long Texts
Young Kyun Jang, Junmo Kang, Yong Jae Lee +1
While advancements in Vision Language Models (VLMs) have significantly improved the alignment of visual and textual data, these models primarily focus on aligning images with short…
cs.CL2024★ 2 cited
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
Junmo Kang, Leonid Karlinsky, Hongyin Luo +7
We present Self-MoE, an approach that transforms a monolithic LLM into a compositional, modular system of self-specialized experts, named MiXSE (MiXture of Self-specialized Experts…