cs.AI（2024-09-03）

📊 共 14 篇论文 | 🔗 3 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (11 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱一：机器人控制 (Robot Control) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (11 篇)

#题目一句话要点标签🔗⭐
1 VSLLaVA: a pipeline of large multimodal foundation model for industrial vibration signal analysis VSLLaVA：面向工业振动信号分析的大型多模态基础模型流水线 foundation model multimodal
2 Broadening Access to Simulations for End-Users via Large Language Models: Challenges and Opportunities 利用大语言模型扩展仿真模拟的终端用户访问：挑战与机遇 large language model
3 Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024 利用语音基础模型集成和SEA方法，解决可控歌声深度伪造检测难题。 foundation model ✅
4 Exploiting the Vulnerability of Large Language Models via Defense-Aware Architectural Backdoor 提出一种防御感知的架构后门攻击，利用模型架构漏洞攻击大语言模型。 large language model ✅
5 LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models LUK：利用大语言模型专家知识增强小型PLM的日志理解能力 large language model ✅
6 The Role of Large Language Models in Musicology: Are We Ready to Trust the Machines? 评估大语言模型在音乐学中的应用：可靠性分析与领域知识融合 large language model
7 LASP: Surveying the State-of-the-Art in Large Language Model-Assisted AI Planning 综述：大型语言模型辅助AI规划的最新技术进展 large language model
8 Initial Development and Evaluation of the Creative Artificial Intelligence through Recurring Developments and Determinations (CAIRDD) System 提出CAIRDD系统，通过迭代的概念注入和优化增强LLM的创造力 large language model
9 AIvril: AI-Driven RTL Generation With Verification In-The-Loop AIvril：一种AI驱动的RTL生成框架，具有环路验证机制，显著提升代码质量。 large language model
10 Applications and Advances of Artificial Intelligence in Music Generation:A Review 综述AI音乐生成技术进展，聚焦模型、数据集、评估与应用 multimodal
11 Safeguarding AI Agents: Developing and Analyzing Safety Architectures 提出并分析三种安全架构，保障基于LLM的AI Agent安全可靠运行 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🔗⭐
12 FastVoiceGrad: One-step Diffusion-Based Voice Conversion with Adversarial Conditional Diffusion Distillation 提出FastVoiceGrad，通过对抗条件扩散蒸馏实现单步语音转换，提升推理速度。 distillation
13 LifeGPT: Topology-Agnostic Generative Pretrained Transformer Model for Cellular Automata 提出LifeGPT：一种拓扑无关的细胞自动机生成式预训练Transformer模型 predictive model large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
14 Empirical evidence of Large Language Model's influence on human spoken communication 大型语言模型显著影响人类口语交流：证据来自YouTube和播客 manipulation large language model

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