Dual-Latent Memory Routing for Vision-Language Reasoning
DLMR is a parameter-efficient mechanism that equips MLLMs with Dual Latent Memories: a visual memory that compresses image evidence and a reasoning memory that tracks intermediate conclusions and constraints with only a small number of additional trainable parameters.
Hao-Xuan Ma, Jin-Fei Qi, Yi-Cheng Xiao et al.
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