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cs.LG2026
MUNITE: Unified Multimodal Latent Inference for Any-to-Any Multimodal Generation
Kyeongmin Yeo, Minhyuk Sung
We introduce MUNITE, a latent-variable framework for flexible any-to-any multimodal generation that treats encoding and latent generation as the same inference problem under differ…
cs.LG2026
MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation
Kyeongmin Yeo, Yunhong Min, Minhyuk Sung
We introduce MUNI, an end-to-end multimodal latent diffusion framework for any-to-any generation that unifies subset-conditioned cross-modal generation and unconditional joint samp…