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全部文章（共87篇）

阅读心得：Chained-Tracker

论文出处：Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking Chained-Tracker详细心...

2022-05-18

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阅读心得：Focal Loss and RetinaNet:Focal Loss for Dense Object Detection

论文地址：Focal Loss for Dense Object Detection Focal Loss for Dense Object Detection 一、摘要二、介绍三、相关工作四、 Focal Loss 1. 平衡交叉熵...

2022-05-18

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图网络空域卷积说明1:GNN

论文地址：A Generalization of Convolutional Neural Networks to Graph-Structured Data GNN的做法是将一个图结构的数据强行变化为一个类似规则的数据，从而实现1维的卷积。传统卷积：固定数量的邻域节点排序后，与相同数量的卷积核...

2022-05-18

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图网络空域卷积说明2:GraphSAGE

论文地址：Inductive Representation Learning on Large Graphs GraphSAGE 一、核心思想二、实现步骤三、对比四、举例一、核心思想 GraphSAGE认为卷积=采样+信息聚合（sample+...

2022-05-18

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图网络空域卷积说明3:GAT

论文地址：Graph attention networks GAT 一、核心思想二、实现三、对比四、实例一、核心思想将注意力（attention）机制引入到图卷积模型中，使用attention机制来建模节点间的关联度作者认为邻域中所有的...

2022-05-18

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图网络空域卷积说明4:PGC

论文地址：Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition PGC 一、核心思想二、传统卷积对比三、PGC实现取样函数 ...

2022-05-18

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图网络：从谱域卷积到空域卷积

从谱域卷积到空域卷积谱域图卷积实现思路经典谱域图卷积谱域图卷积的缺陷谱域和空域图卷积比较空域图卷积空域卷积的特点谱域图卷积实现思路通过 f 1 ( t ) ☆ f 2 ( t ) = F ...

2022-05-18

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阅读心得：SORT：Simple online and realtime tracking

论文地址：Simple online and realtime tracking Simple online and realtime tracking 一、介绍二、方法 1. 检测 2. 评估模型 3. 数据关联 4. 创建和...

2022-05-18

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阅读心得：DeepSORT：Simple online and realtime tracking with a deep association metric

论文地址：Simple online and realtime tracking with a deep association metric Simple online and realtime tracking with a deep association metric 一...

2022-05-18

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阅读心得：JDE：Towards Real-Time Multi-Object Tracking

论文地址：Towards Real-Time Multi-Object Tracking Towards Real-Time Multi-Object Tracking 一、摘要二、介绍三、检测和嵌入的联合学习（JDE） 1. 问题设置 ...

2022-05-18

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