cs.LG（2025-05-29）

📊 共 7 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

#	题目	一句话要点	标签
1	Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better	提出知识隔离技术以提升视觉-语言-动作模型的训练与推理效率	flow matching vision-language-action VLA
2	Differential Information Distribution: A Bayesian Perspective on Direct Preference Optimization	提出差异信息分布方法以优化直接偏好学习	DPO direct preference optimization reward design
3	Composite Reward Design in PPO-Driven Adaptive Filtering	提出基于PPO的复合奖励设计以解决自适应滤波问题	reinforcement learning PPO reward design
4	Information Structure in Mappings: An Approach to Learning, Representation, and Generalisation	提出定量方法以解析神经网络的表示结构	reinforcement learning large language model

#	题目	一句话要点	标签	🔗
5	From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?	探讨大视觉模型在时间序列分析中的有效性	large language model foundation model multimodal
6	Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization	提出C-MuMOInstruct以解决多属性分子优化问题	large language model	✅
7	Vision Language Models are Biased	揭示视觉语言模型的偏见及其对识别准确性的影响	large language model