cs.AI（2024-11-04）

📊 共 12 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (9 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱六：视频提取与匹配 (Video Extraction) (1 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (9 篇)

#题目一句话要点标签🔗⭐
1 Foundations and Recent Trends in Multimodal Mobile Agents: A Survey 多模态移动Agent综述：聚焦实时适应性与多模态交互 large language model foundation model multimodal ✅
2 Evaluating the Ability of Large Language Models to Generate Verifiable Specifications in VeriFast 评估大型语言模型在VeriFast中生成可验证规范的能力 large language model chain-of-thought
3 A Risk Taxonomy and Reflection Tool for Large Language Model Adoption in Public Health 构建公共卫生领域大语言模型风险分类体系与评估工具，辅助风险反思。 large language model
4 PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text PIAST：一个包含音频、符号和文本的多模态钢琴音乐数据集，促进MIR研究。 multimodal
5 Can Large Language Models generalize analogy solving like children can? 研究表明大型语言模型在类比推理泛化能力上弱于儿童 large language model
6 Enhancing ID-based Recommendation with Large Language Models 提出LLM4IDRec，利用大语言模型增强ID信息，提升ID-based推荐性能 large language model
7 Parameter-Efficient Fine-Tuning of Large Language Models for Unit Test Generation: An Empirical Study 研究参数高效微调LLM在单元测试生成中的应用，LoRA可媲美全量微调。 large language model
8 RuAG: Learned-rule-augmented Generation for Large Language Models 提出RuAG框架，通过学习规则增强大型语言模型的推理能力，克服上下文窗口限制。 large language model
9 Disrupting Test Development with AI Assistants 利用AI助手革新测试开发流程，提升软件测试效率与质量 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗⭐
10 Multi-Agent Decision Transformers for Dynamic Dispatching in Material Handling Systems Leveraging Enterprise Big Data 利用企业大数据，提出基于多智能体决策Transformer的物料搬运系统动态调度方法 decision transformer
11 Zero-Shot Voice Conversion via Content-Aware Timbre Ensemble and Conditional Flow Matching 提出CTEFM-VC，通过内容感知音色集成和条件流匹配实现高质量零样本语音转换 flow matching

🔬 支柱六：视频提取与匹配 (Video Extraction) (1 篇)

#题目一句话要点标签🔗⭐
12 Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge 提出CHAIC：一个具身社交智能挑战，用于评估人机协作中AI对受限人类的辅助能力 egocentric large language model ✅

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