Multimodal Agent MemorySubmit a paper

camroll-agent

Personal AI Agent for Camera Roll VQA

Thao Nguyen, Krishna Kumar Singh, Donghyun Kim, Yong Jae Lee, Yuheng Li · 2026-06-03

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Management
T1 Static Memory
Memory is built once and reused without change during deployment.
Primary modality
Image
Also: text
Representation
Source- and modality-specific

How experience becomes memory

Each path is one memory component, traced from what is stored to how it is found again.

  1. personal camera-roll images

    1. Represented asRetained perceptual source evidenceSource- and modality-specific
    2. Stored inHierarchical multi-tier store
    3. Retrieved byMetadata / spatiotemporal retrieval, Planner / tool-assisted retrieval
    4. Source evidenceSource directly available
    The agent navigates a hierarchical visual memory containing the user's original camera-roll photos.Full-paper method / memory representation and retrieval · PDF p. 3 · Figure 1

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