cs.LG（2024-03-29）

📊 共 10 篇论文

🎯 兴趣领域导航

支柱二：RL算法与架构 (RL & Architecture) (5) 支柱九：具身大模型 (Embodied Foundation Models) (2) 支柱八：物理动画 (Physics-based Animation) (2) 支柱五：交互与反应 (Interaction & Reaction) (1)

🔬 支柱二：RL算法与架构 (RL & Architecture) (5 篇)

#	题目	一句话要点	标签	🔗	⭐
1	MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection	提出MambaMixer以解决长序列建模的效率问题	Mamba SSM state space model
2	Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces	提出Decision Mamba以提升决策变换器在强化学习中的表现	reinforcement learning decision transformer Mamba
3	Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning	提出深度强化学习优化磁性微游动器在血管中的导航	reinforcement learning deep reinforcement learning
4	Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-directed Molecular Generation	提出Mol-AIR以解决分子生成中的探索与优化问题	reinforcement learning distillation
5	Nonparametric Bellman Mappings for Reinforcement Learning: Application to Robust Adaptive Filtering	提出非参数贝尔曼映射以解决自适应滤波中的异常值问题	reinforcement learning

🔬 支柱九：具身大模型 (Embodied Foundation Models) (2 篇)

#	题目	一句话要点	标签	🔗	⭐
6	Sparsely Multimodal Data Fusion	提出MCA方法以解决稀疏多模态数据融合问题	multimodal
7	Unlock the Potential of Large Language Models for Predictive Tabular Tasks in Data Science with Table-Specific Pretraining	提出表格特定预训练以提升大语言模型在数据科学中的预测能力	large language model

🔬 支柱八：物理动画 (Physics-based Animation) (2 篇)

#	题目	一句话要点	标签	🔗	⭐
8	Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a CNN Transformer	利用CNN Transformer从单脉冲电刺激响应中定位癫痫发作起始区	PULSE
9	Data-Driven Room Acoustic Modeling Via Differentiable Feedback Delay Networks With Learnable Delay Lines	提出可微反馈延迟网络以解决房间声学建模问题	PULSE

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

#	题目	一句话要点	标签	🔗	⭐
10	Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data	提出同态WiSARD以解决加密数据上的神经网络训练问题	OMOMO

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