2025-12-06-17_articles_updated
Published:
期刊: AAAS: Science Advances: Table of Contents
标题: 原子级机器学习在糖生物学中蛋白质-糖苷相互作用和手性识别
英文标题: Atom-level machine learning of protein-glycan interactions and cross-chiral recognition in glycobiology
链接: https://www.science.org/doi/abs/10.1126/sciadv.adx6373?af=R
期刊: cs.LG updates on arXiv.org
标题: 深度学习优化ChemBERTa以预测针对TDP1的抑制活性
英文标题: Fine-Tuning ChemBERTa for Predicting Inhibitory Activity Against TDP1 Using Deep Learning
链接: https://arxiv.org/abs/2512.04252
期刊: cs.LG updates on arXiv.org
标题: 研究各种激活函数和非独立同分布数据以提高机器学习模型的鲁棒性
英文标题: Studying Various Activation Functions and Non-IID Data for Machine Learning Model Robustness
链接: https://arxiv.org/abs/2512.04264
期刊: cs.LG updates on arXiv.org
标题: 当何时光谱梯度更新有助于深度学习？
英文标题: When do spectral gradient updates help in deep learning?
链接: https://arxiv.org/abs/2512.04299
期刊: cs.LG updates on arXiv.org
标题: 智能警报：实施机器学习驱动的临床决策支持以减少住院实验室利用
英文标题: SmartAlert: Implementing Machine Learning-Driven Clinical Decision Support for Inpatient Lab Utilization Reduction
链接: https://arxiv.org/abs/2512.04354
期刊: cs.LG updates on arXiv.org
标题: 特征工程与深度学习在自动评级硬币中的应用比较：圣高登双鹰硬币的对比研究
英文标题: Feature Engineering vs. Deep Learning for Automated Coin Grading: A Comparative Study on Saint-Gaudens Double Eagles
链接: https://arxiv.org/abs/2512.04464
期刊: cs.LG updates on arXiv.org
标题: 利用ftrace的function_graph追踪器特性进行机器学习：加密检测案例分析
英文标题: Exploiting \texttt{ftrace}’s \texttt{function_graph} Tracer Features for Machine Learning: A Case Study on Encryption Detection
链接: https://arxiv.org/abs/2512.04590
期刊: cs.LG updates on arXiv.org
标题: 基于深度学习的特定地点强震动生成：TimesNet-Gen
英文标题: TimesNet-Gen: Deep Learning-based Site Specific Strong Motion Generation
链接: https://arxiv.org/abs/2512.04694
期刊: cs.LG updates on arXiv.org
标题: 回归分析教程：从线性模型到深度学习 —— 人工智能讲义
英文标题: A Tutorial on Regression Analysis: From Linear Models to Deep Learning – Lecture Notes on Artificial Intelligence
链接: https://arxiv.org/abs/2512.04747
期刊: cs.LG updates on arXiv.org
标题: OMTRA：一种基于结构的药物设计的多任务生成模型
英文标题: OMTRA: A Multi-Task Generative Model for Structure-Based Drug Design
链接: https://arxiv.org/abs/2512.05080
期刊: cs.LG updates on arXiv.org
标题: 计算语言学与利比亚方言相遇：方言识别研究
英文标题: Computational Linguistics Meets Libyan Dialect: A Study on Dialect Identification
链接: https://arxiv.org/abs/2512.04257
期刊: cs.LG updates on arXiv.org
标题: Reddit上的讽刺检测：利用经典机器学习和特征工程
英文标题: Sarcasm Detection on Reddit Using Classical Machine Learning and Feature Engineering
链接: https://arxiv.org/abs/2512.04396
期刊: cs.LG updates on arXiv.org
标题: 通过计算力学和扩散模型对基于代理的模型进行互补表征
英文标题: Complementary Characterization of Agent-Based Models via Computational Mechanics and Diffusion Models
链接: https://arxiv.org/abs/2512.04771
期刊: cs.LG updates on arXiv.org
标题: 可再生能源预测：深度学习模型在复杂数据集分析中的比较研究
英文标题: Renewable Energy Prediction: A Comparative Study of Deep Learning Models for Complex Dataset Analysis
链接: https://arxiv.org/abs/2501.15731
期刊: cs.LG updates on arXiv.org
标题: 超越输出保真度：学习保留计算途径的归因
英文标题: Beyond Output Faithfulness: Learning Attributions that Preserve Computational Pathways
链接: https://arxiv.org/abs/2509.04588
期刊: cs.LG updates on arXiv.org
标题: 多模态机器学习在人脸图像和GSR生物信号中用于预测人类-人工智能交互中的早期信任
英文标题: Multi-Modal Machine Learning for Early Trust Prediction in Human-AI Interaction Using Face Image and GSR Bio Signals
链接: https://arxiv.org/abs/2511.21908
期刊: cs.LG updates on arXiv.org
标题: 使用节俭型机器学习建模社会和地球边界甜甜圈
英文标题: Modelling the Doughnut of social and planetary boundaries with frugal machine learning
链接: https://arxiv.org/abs/2512.02200