ICLR-style method figure

原始文档

GPT Image 2 · en

Create a polished ICLR-style Figure 1 for an imaginary method called "Hierarchical Memory Routing for Long-Context Multimodal Reasoning (HMR)". The top band shows the failure mode of naive long-context multimodal processing: one overcrowded horizontal token stream mixing text, image patches, retrieved documents, tool traces, and audio snippets, with red-orange warning accents for interference, attention dilution, memory collision, and quadratic compute cost. A clean horizontal divider separates the main lower panel, which presents the HMR framework as a spacious modular loop. Center: a Reasoning Controller with stages Observe_t to Update_t. Left: a three-level Memory Hierarchy with working cache, episodic memory, and semantic knowledge base. Right: Multimodal Streams entering selectively through routing paths. Bottom right: sparse experts activated only when needed. White background, vector-clean styling, neutral gray plus cool accents, minimal but legible labels, conference-paper clarity, no poster aesthetics.

使用方法

1. 复制完整原始提示词，并保留其中的参数。
2. 按需求替换主体、文字和构图要求。
3. 在兼容的外部工具中使用，核对当前使用条件并检查结果。

开始前需了解

• 先确认是否需要参考图。标注兼容模型，不代表该示例由这个模型生成。
• 核对名称、数字与画面文字；不同模型版本的结果可能不同。