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paperarXivTrust 82 · PrimaryPublished 6d agoLive · 2d ago

WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agentic Image Generation and Editing

Image generation and editing models have advanced rapidly, yet remain unreliable when prompts require external world knowledge. Bounded and long-tail parametric knowledge prevents direct or reason-then-generate approaches from recovering the required facts and visual appearances. Existing agentic generation and editing methods mitigate this limitation with retrieval tools, yet remain constrained by insufficient visual verification, overloaded policy models, and weak integration of retrieved textual and visual evidence. To address these limitations, we present WeAgent-MMGenEdit, a full-stack re

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  • FuzzySimilar title/name (fuzzy) · 59%AgentCore-8B

    Fuzzy title match (0.73): “WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agenti” ≈ “AgentCore-8B”

  • FuzzySimilar title/name (fuzzy) · 59%Tongyi-MAI/Z-Image-Turbo

    Fuzzy title match (0.73): “WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agenti” ≈ “Tongyi-MAI/Z-Image-Turbo”

  • FuzzySimilar title/name (fuzzy) · 87%SWE-agent/SWE-agent

    Fuzzy title match (0.94): “WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agenti” ≈ “SWE-agent/SWE-agent”

  • FuzzySimilar title/name (fuzzy) · 87%zhayujie/CowAgent

    Fuzzy title match (0.94): “WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agenti” ≈ “zhayujie/CowAgent”

  • FuzzyOverlapping authors or contributors · 62%modular/modular

    Shared author/contributor keys: liu

  • FuzzySimilar title/name (fuzzy) · 59%NousResearch/hermes-agent

    Fuzzy title match (0.73): “WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agenti” ≈ “NousResearch/hermes-agent”

  • FuzzySimilar title/name (fuzzy) · 59%bojieli/ai-agent-book

    Fuzzy title match (0.73): “WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agenti” ≈ “bojieli/ai-agent-book”

  • LinkedLinked via arxiv author · 85%Qihui Zhang

    WeAgent-MMGenEdit: A Full-Stack Recipe for Multimodal Agentic Image Generation and Editing

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