Approach
《RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction》阅读笔记
代码 原文地址 预备知识： 1.什么是元学习（Meta Learning）？ 元学习或者叫做“学会学习”（Learning to learn），它是要“学会如何学习”，即利用以往的知识经验来指导新任务的学习，具有学会学习的能力。由于元学习可帮助模型在少量样本下快速学习，从元学习的使用角度看，人们也称 ......
【五期李伟平】CCF-A（MobiCom'18 Session EdgeTech'18）A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds
Zafari, Faheem , et al. "A Game-Theoretic Approach to Multi-Objective Resource Sharing and Allocation in Mobile Edge Clouds." (2018). 为了缓解移动边缘计算中资源稀缺问 ......
《A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction》阅读笔记
代码 原文地址 文档级关系抽取（DocRE）的目的是从文档中提取实体之间的关系，这对于知识图谱构建等应用非常重要。然而，现有的方法通常需要预先识别出文档中的实体及其提及，这与实际应用场景不一致。为了解决这个问题，本文提出了一种新颖的表格到图生成模型（TAG），它能够在文档级别上同时抽取实体和关系。T ......
论文笔记: Attributed Graph Clustering: A Deep Attentional Embedding Approach
论文笔记: Attributed Graph Clustering: A Deep Attentional Embedding Approach 中文名称: 属性图聚类：一种深度注意力嵌入方法 论文链接: https://arxiv.org/abs/1906.06532 背景: 图聚类是发现网络 ......
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
目录概InstructRecInstruction Generation Zhang J., Xie R., Hou Y., Zhao W. X., Lin L., Wen J. Recommendation as instruction following: a large language mo ......
A Novel Approach Based on Bipartite Network Recommendation and KATZ Model to Predict Potential Micro-Disease Associations
A Novel Approach Based on Bipartite Network Recommendation and KATZ Model to Predict Potential Micro-Disease Associations Shiru Li 1, Minzhu Xie 1, Xi ......
Learning to rank: from pairwise approach to listwise approach
目录概ListNetPermutation ProbabilityTop-k Probability Cao Z., Qin T., Liu T., Tsai M. and Li H. Learning to rank: from pairwise approach to listwise appr ......
整理《DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks》
DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks 论文/强化学习可视化 摘要 打算研究深度强化学习方向，整理最近的一篇 2019 年的论文，作为总结思考！ 论文介绍 该论文是一篇 2019 年，有关基于可视化进行强化学 ......
模仿学习算法：Data Aggregation Approach: DAGGER算法——Mixing policy
论文： 《A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning》 算法描述： Mixing Policy: ......
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
原文地址：https://arxiv.org/abs/2305.07001 本文作者将用户偏好、意图等构建为指令，并用这些指令调优一个LLM（3B Flan-T5-XL），该方法对用户友好，用户可以与系统交流获取更准确的推荐。 ## INTRODUCTION LLM是建立在自然语言文本上的，它不能直 ......
论文解读（MTEM）《Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification》
Note：[ wechat：Y466551 | 可加勿骚扰，付费咨询 ] 论文信息 论文标题：Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classific ......
What's the best approach for generating a new API key?
https://stackoverflow.com/questions/14412132/whats-the-best-approach-for-generating-a-new-api-key Edit: I've spoke to a few friends (email/twitter) an ......
语音合成技术6：DuTa-VC: A Duration-aware Typical-to-atypical Voice Conversion Approach with Diffusion Probabilistic Model
DuTa-VC: 一种具有扩散概率模型的时长感知典型到非典型语音转换方法 摘要 我们提出了一种新颖的典型到非典型语音转换方法（DuTa-VC），它具有以下特点：（i）可以使用非平行数据进行训练，（ii）首次引入了扩散概率模型，（iii）保留了目标说话者的身份，（iv）了解目标说话者的音素持续时间。D ......
哪篇论文宣布了 HTAP 数据库的诞生？ StoneDB带您解读《A Common Database Approach for OLTP and OLAP..》
theme: condensed-night-purple 开启掘金成长之旅！这是我参与「掘金日新计划 · 12 月更文挑战」的第4天，[点击查看活动详情](https://juejin.cn/post/7167294154827890702 "https://juejin.cn/post/7167 ......
论文解读（TAT）《 Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers》
Note：[ wechat：Y466551 | 可加勿骚扰，付费咨询 ] 论文信息 论文标题：Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers论文作者：Hong Liu, Mingsh ......
Quantitative Approach of Management Science:(better decision making by using quantitative techniques)
Which is the use of **quantitative techniques to improve decision making**. Also known as _management science_. **Better decision making by using quan ......
Behavioral Approach of Management Science: OB(Organizational Behavior)
Managers GTD(get things done) by WWP(working with people). This explains why some writers have chosen to **look at management** by **focusing on the o ......
Planar Odometry from a Radial Laser Scanner. A Range Flow-based Approach（1）论文解读
激光光流里程计的基本理解： （1）类比图像光流，假设光强度不变，图像是每个像素点，像素包含灰度值；激光光流，假设障碍物不动，光流是激光范围内的激光点，每个激光点包含距离和角度信息 （2）图像信息求导，得到光强度；激光光流信息求导，得到速度（距离的速度，角度的速度），并可以用分解到笛卡尔坐标系下的速度 ......
NIST SP 800-37 Risk Management Framework for Information Systems and Organizations A System Life Cycle Approach for Security and Privacy
NIST SP 800-37 Risk Management Framework for Information Systems and Organizations A System Life Cycle Approach for Security and Privacy It structured ......
拉格朗日插值法 (Lagrange interpolation approach) 学习笔记
Lagrange interpolation approach 是要解决一种如下的问题： 给定 $n$ 个坐标，$(x_1, y_1), (x_2, y_2), \dots, (x_n, y_n)$，确定一个多项式 $f(x) = a_0 + a_1x + a_2x^2 + \dots + a_dx ......
Attributed Graph Clustering |A Deep Attentional Embedding Approach
论文阅读01-Attributed Graph Clustering: A Deep Attentional Embedding Approach 1. 创新点idea Two-step的图嵌入方法不是目标导向的，聚类效果不好，提出一种基于目标导向的属性图聚类框架。 所谓目标导向，就是说特征提取和聚 ......
Measuring the diversity of recommendations: a preference-aware approach for evaluating and adjusting diversity
Meymandpour R. and Davis J. G. Measuring the diversity of recommendations: a preference-aware approach for evaluating and adjusting diversity. Knowled ......
迁移学习（MixMatch）《MixMatch: A Holistic Approach to Semi-Supervised Learning》
论文信息 论文标题：MixMatch: A Holistic Approach to Semi-Supervised Learning论文作者：David Berthelot, Nicholas Carlini, Ian Goodfellow, Nicolas Papernot, Avital Ol ......
【Surface Detection】Segmentation-Based Deep-Learning Approach for Surface-Defect Detection
物体表面缺陷检测现状 传统机器学习局限性 传统机器学习方法对于特定的算法只能解决特定的问题，不够灵活，无法快速适应新产品； 不同的问题有不同的特征，当需要解决新问题时，需要重新设计特征，开发周期长； 深度学习遇到的问题 训练数据数量需求大； 标注精度、耗时需求严格； 计算能力需求高。 该篇paper ......