cs.LG（2024-04-14）
📊 共 8 篇论文 | 🔗 1 篇有代码
🎯 兴趣领域导航
🔬 支柱九：具身大模型 (Embodied Foundation Models) (5 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 1 | Integrating Physiological Data with Large Language Models for Empathic Human-AI Interaction | 通过生理数据增强大语言模型的同理心以改善人机交互 | large language model | ||
| 2 | A Survey on Multimodal Wearable Sensor-based Human Action Recognition | 提出多模态学习方法以提升可穿戴传感器的人体动作识别能力 | multimodal | ||
| 3 | GPT2MEG: Quantizing MEG for Autoregressive Generation | 提出GPT2MEG以解决MEG信号生成问题 | foundation model | ✅ | |
| 4 | TransformerFAM: Feedback attention is working memory | 提出Feedback Attention Memory以解决Transformer处理长序列问题 | large language model | ||
| 5 | Productively Deploying Emerging Models on Emerging Platforms: A Top-Down Approach for Testing and Debugging | 提出TapML以解决新兴平台上模型部署的挑战 | 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 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 6 | Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts | 提出KALM方法以解决RL与LLM结合的语义差距问题 | reinforcement learning offline reinforcement learning large language model | ||
| 7 | Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission | 提出生成AI代理以解决卫星网络建模与传输干扰问题 | PPO large language model | ||
| 8 | FedDistill: Global Model Distillation for Local Model De-Biasing in Non-IID Federated Learning | 提出FedDistill以解决非IID联邦学习中的模型偏差问题 | distillation |