cs.LG（2023-11-24）
📊 共 7 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) (3)
支柱七：动作重定向 (Motion Retargeting) (1)
🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 1 | Pseudo-label Correction for Instance-dependent Noise Using Teacher-student Framework | 提出伪标签修正方法以解决实例依赖噪声问题 | teacher-student distillation | ||
| 2 | Reinforcement Learning from Statistical Feedback: the Journey from AB Testing to ANT Testing | 提出基于统计反馈的强化学习方法以解决人类反馈获取成本高的问题 | reinforcement learning RLHF | ||
| 3 | Cycle Invariant Positional Encoding for Graph Representation Learning | 提出CycleNet以解决图表示学习中的循环信息编码问题 | representation learning |
🔬 支柱九：具身大模型 (Embodied Foundation Models) (3 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 4 | Finding Foundation Models for Time Series Classification with a PreText Task | 提出预训练领域基础模型以解决时间序列分类中的过拟合问题 | foundation model | ||
| 5 | One Pass Streaming Algorithm for Super Long Token Attention Approximation in Sublinear Space | 提出一种单遍流式算法以解决超长令牌注意力近似问题 | large language model | ||
| 6 | Understanding the Role of Textual Prompts in LLM for Time Series Forecasting: an Adapter View | 提出文本提示适配器以提升时间序列预测精度 | large language model |
🔬 支柱七：动作重定向 (Motion Retargeting) (1 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 7 | GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation | 提出GATGPT以解决时空数据缺失问题 | spatial relationship spatiotemporal large language model |