牛哥精选 · 所有

📋 全部 🤖 AI·大模型 ⚡ 效率工具 📝 深度技术 🚀 产品观察 💰 商业科技 🔓 开源项目 🎨 设计创意 📖 阅读推荐 🏷 资源合集 🌱 成长效率

📝 深度技术 arXiv 机器学习 2026-07-07

SleepBand: Single-Source Domain Generalization for Sleep Staging via Physiologically Structured Spectral Modeling

不用重新训练，仅靠单源数据！新方法用生理结构化的频谱建模实现跨域睡眠分期泛化。

arXiv:2607.04851v1 Announce Type: cross Abstract: Generalizing sleep staging models to unseen datasets is challenging, and typical domain generalizati…

睡眠分期域泛化生理信号频谱建模单源域

📝 深度技术 arXiv 机器学习 2026-07-07

Lightweight ML-Based Automatic Sleep Staging Framework with Constrained CNN and Mamba for Small-Sample EEG Datasets

轻量级CNN+Mamba框架精准自动睡眠分期，专攻小样本EEG数据集，高效实用。

arXiv:2607.04934v1 Announce Type: new Abstract: Automatic sleep staging is a key technology for precise diagnosis and treatment of sleep disorders as …

轻量级模型自动睡眠分期 cnn mamba 小样本学习

🤖 AI·大模型 arXiv 计算机视觉 2026-06-03

SleepVLM: Explainable and Rule-Grounded Sleep Staging via a Vision-Language Model

结合多通道脑电图波形图像，用规则基础的视觉语言模型实现可解释的睡眠分期，让AI推理透明可审计。

arXiv:2603.26738v3 Announce Type: replace Abstract: While automated sleep staging has achieved expert-level accuracy, its clinical adoption is hindere…

睡眠分期视觉语言模型可解释ai 多模态医疗ai

📅 日期

2026-05-20 2026-05-19

🐂 牛哥精选

SleepBand: Single-Source Domain Generalization for Sleep Staging via Physiologically Structured Spectral Modeling

Lightweight ML-Based Automatic Sleep Staging Framework with Constrained CNN and Mamba for Small-Sample EEG Datasets

SleepVLM: Explainable and Rule-Grounded Sleep Staging via a Vision-Language Model

📅 日期