Do You Remember Toward Memory Centric Multimodal A

# Do You Remember? Toward Memory-Centric Multimodal AI

Derived from arXiv:2607.11919 - Do You Remember? Toward Memory-Centric Multimodal AI

## Core Concept
Human memory is reconstructive, not a faithful recording. Current multimodal LLMs (MLLMs) lack this capability: they process images through a frozen visual encoder, produce a one-shot text output, and discard internal representations. We present DoYouRemember, a three-stage architecture introducing reconstructive memory into MLLMs: (1) a VQ-VAE compresses images into discrete visual tokens, (2) a LoRA-fine-tuned LLM jointly attends to visual and text tokens, and (3) a Diffusion Decoder reconstru...

## Key Insights
- Derived from arXiv:2607.11919
- Published: 2026-07-07
- Utility Score: 1.00
- Authors: Xuguang Yu, Weigang Zheng, Minyue Yu

## Activation
do-you-remember-toward-memory-centric-multimodal-a, 2607.11919

## References
- arXiv: https://arxiv.org/abs/2607.11919