cs.LG(2024-03-03)

📊 共 6 篇论文

🎯 兴趣领域导航

支柱二:RL算法与架构 (RL & Architecture) (3) 支柱九:具身大模型 (Embodied Foundation Models) (1) 支柱五:交互与反应 (Interaction & Reaction) (1) 支柱八:物理动画 (Physics-based Animation) (1)

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

#题目一句话要点标签🔗
1 The Hidden Attention of Mamba Models 提出Mamba层以提升多领域状态空间模型的效率 Mamba SSM state space model
2 Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks 提出多任务强化学习以提高样本效率解决探索问题 reinforcement learning curriculum learning
3 Representation Learning on Heterophilic Graph with Directional Neighborhood Attention 提出方向图注意力网络以解决异质图信息捕获不足问题 representation learning

🔬 支柱九:具身大模型 (Embodied Foundation Models) (1 篇)

#题目一句话要点标签🔗
4 On the Compressibility of Quantized Large Language Models 提出数据压缩技术以解决量化大语言模型在边缘设备的推理延迟问题 large language model

🔬 支柱五:交互与反应 (Interaction & Reaction) (1 篇)

#题目一句话要点标签🔗
5 Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium 总结ML4H 2023研讨会的机器学习在健康领域的进展与挑战 ReMoS

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

#题目一句话要点标签🔗
6 eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling 提出XFADS以解决大规模非线性高斯状态空间建模问题 spatiotemporal

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