cs.AI（2024-05-06）

📊 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) (8 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱一：机器人控制 (Robot Control) (1) 支柱八：物理动画 (Physics-based Animation) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (8 篇)

#题目一句话要点标签🔗⭐
1 OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs OmniActions：利用LLM预测响应真实世界多模态输入的数字行为 large language model multimodal
2 FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering FOKE：融合基础模型、知识图谱与提示工程的个性化教育框架 large language model foundation model
3 Large Language Models Synergize with Automated Machine Learning 结合大语言模型与AutoML，实现端到端机器学习流程的自动代码生成与优化。 large language model ✅
4 WDMoE: Wireless Distributed Large Language Models with Mixture of Experts 提出WDMoE：一种基于无线分布式MoE的LLM框架，降低端到端延迟。 large language model
5 Large Language Models (LLMs) as Agents for Augmented Democracy 利用大型语言模型增强民主：预测公民政策偏好 large language model
6 Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence 提出基于社区结构的语言模型组织方法，提升LLM的集体智能和问题解决能力 large language model
7 When LLMs Meet Cybersecurity: A Systematic Literature Review 系统性综述：探索大型语言模型在网络安全领域的应用与挑战 large language model ✅
8 A Controlled Experiment on the Energy Efficiency of the Source Code Generated by Code Llama 评估Code Llama生成代码的能效：与人工编写代码的对比研究 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🔗⭐
9 Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management 提出基于图强化学习的防御机制以增强O-RAN安全性 reinforcement learning deep reinforcement learning
10 Sora and V-JEPA Have Not Learned The Complete Real World Model -- A Philosophical Analysis of Video AIs Through the Theory of Productive Imagination 基于康德哲学的具身认知，分析Sora和V-JEPA在构建完整现实世界模型上的局限性 world model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
11 Deep Space Separable Distillation for Lightweight Acoustic Scene Classification 提出深度空间可分离蒸馏网络，用于轻量级声场景分类 OSC distillation

🔬 支柱八：物理动画 (Physics-based Animation) (1 篇)

#题目一句话要点标签🔗⭐
12 Stressor Type Matters! -- Exploring Factors Influencing Cross-Dataset Generalizability of Physiological Stress Detection 提出跨数据集通用性研究以解决生理压力检测问题 PULSE

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