cs.LG（2024-04-28）

📊 共 8 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (4 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (3 🔗2) 支柱八：物理动画 (Physics-based Animation) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (4 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Towards Incremental Learning in Large Language Models: A Critical Review	综述增量学习在大型语言模型中的应用与挑战	large language model
2	Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models	提出生成性人工智能解决低碳物联网的碳排放问题	large language model
3	SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning	提出SOUL框架以提升大语言模型的去学习能力	large language model	✅
4	Generative AI for Visualization: State of the Art and Future Directions	综述生成式人工智能在可视化中的应用与未来方向	large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#	题目	一句话要点	标签	🔗	⭐
5	SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning Policies	提出SAFE-RL以解决深度强化学习政策的可解释性问题	reinforcement learning deep reinforcement learning DRL	✅
6	BUFF: Boosted Decision Tree based Ultra-Fast Flow matching	提出基于增强决策树的超快速流匹配方法以解决高能物理中的表格数据模拟问题	flow matching
7	4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs	提出4DBInfer以解决关系数据库预测建模基准缺乏问题	predictive model	✅

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

#	题目	一句话要点	标签	🔗	⭐
8	Machine Learning Techniques for Data Reduction of CFD Applications	提出保证块自编码器以解决CFD数据降维问题	spatiotemporal

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