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 多模态交流QQ群: 237976286
 
 ## 最新动态
+- 2024.11 [MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS](https://arxiv.org/pdf/2411.02571) 英伟达提出基于MLLM的通用多模态检索。
 - 2024.11 [Attacking Vision-Language Computer Agents via Pop-ups](https://arxiv.org/abs/2411.02391) 
 - 2024.11 [Know Where You're Uncertain When Planning with Multimodal Foundation Models: A Formal Framework](https://arxiv.org/abs/2411.01639) 提高多模态基础模型在处理不确定性时的能力，从而增强机器人在规划任务中的可靠性。
 - 2024.10 [Mini-Omni2: Towards Open-source GPT-4o with Vision, Speech and Duplex Capabilities](https://arxiv.org/abs/2410.11190)