cs.LG（2024-04-10）

📊 共 8 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

#	题目	一句话要点	标签
1	Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study	提出PandemicLLM以解决疫情预测中的多模态数据整合问题	representation learning large language model
2	Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision	提出多模态对比学习框架以解决电子健康记录中的数据稀疏问题	contrastive learning multimodal
3	Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection	提出DEXTER以解决强化学习中的OOD检测问题	reinforcement learning
4	LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression	提出LaTiM框架以预测疾病进展	representation learning
5	CrimeAlarm: Towards Intensive Intent Dynamics in Fine-grained Crime Prediction	提出CrimeAlarm框架以解决细粒度犯罪预测中的意图动态问题	curriculum learning distillation

#	题目	一句话要点	标签	🔗
6	Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition	提出基于最大差异竞争的高效人类评估方法以解决LLM评估问题	large language model	✅
7	How to Craft Backdoors with Unlabeled Data Alone?	提出无标签后门攻击方法以解决自监督学习的安全隐患	foundation model	✅
8	Toward Cross-Layer Energy Optimizations in AI Systems	提出跨层能效优化方法以解决AI系统能耗问题	large language model