阅读记录（2020年03月）

2020-03-28

• 杂项
  SSH 命令的三种代理功能（-L/-R/-D） - 知乎
  Greyh4t/m3u8-Downloader: Download m3u8 to ts with multithreading

2020-03-27

• 杂项
  pytorch中的L2和L1正则化，自定义优化器设置等操作_人工智能_机器学习杂货铺1号店-CSDN博客
  一文告诉你Adam、AdamW、Amsgrad区别和联系 - 知乎
  Adam weight decay optimizer for TF 2.0 · Issue #34341 · tensorflow/tensorflow
  text2class/optimization.py at master · artitw/text2class

2020-03-24

• 杂项
  Fast RCNN算法详解_网络_wzy的博客-CSDN博客

• 弱监督目标检测
  Winfrand/C-MIL: Code for C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection
  bigvideoresearch/OIM: Object Instance Mining for Weakly Supervised Object Detection (AAAI 2020)
  hbilen/WSDDN: Weakly Supervised Deep Detection Networks (CVPR 2016)
  zbxzc35/WSDDN: Reimplementation of Weakly Supervised Deep Detection Networks
  adursun/wsddn.pytorch: Implementation of Weakly Supervised Deep Detection Networks using the latest version of PyTorch

2020-03-20

• 弱监督目标检测
  [1904.00551] Weakly Supervised Object Detection with Segmentation Collaboration
  Weakly Supervised Region Proposal Networkand Object Detection - Peng_Tang_Weakly_Supervised_Region_ECCV_2018_paper.pdf
  bigvideoresearch/OIM: Object Instance Mining for Weakly Supervised Object Detection (AAAI 2020)
  [2002.01087] Object Instance Mining for Weakly Supervised Object Detection
  Weakly supervised easy-to-hard learning for object detection in image sequences - ScienceDirect
  Emaraic - Weakly Supervised Object Detection In Practice

• 杂项
  Hyperparameter Tuning with the HParams Dashboard  |  TensorBoard
  tensorboardX/demo_hparams.py at 72f5e9ecce04f7cffec28a596a6f9377bc9170ce · lanpa/tensorboardX

2020-03-18

• 多标签分类
  多标签分类(multi-label classification)综述 - 仔仔ji - 博客园
  多标签学习Ml-KNN算法_人工智能_csdn_47的博客-CSDN博客
  多标签学习方法multilabel by simple neural networks_网络_csdn_47的博客-CSDN博客
  bp-mll-tensorflow/bpmll.py at master · vanHavel/bp-mll-tensorflow

• R-CNN
  【目标检测】Fast R-CNN论文详解（Fast R-CNN） - 简书
  Faster RCNN详解_网络_小白的深度学习的博客-CSDN博客
  rbgirshick/fast-rcnn: Fast R-CNN
  rbgirshick/py-faster-rcnn: Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
  [1504.08083] Fast R-CNN
  [1506.01497] Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

2020-03-17

• Selective Search
  AlpacaDB/selectivesearch: Selective Search Implementation for Python
  Selective Search for Object Detection (C++ / Python) | Learn OpenCV

2020-03-11

• tmux
  Tmux Resurrect & Continuum: 持久保存 Tmux 会话_Linux教程_Linux公社-Linux系统门户网站
  tmux 保存和回复各种会话_运维_逐月-CSDN博客
  tmux-plugins/tpm: Tmux Plugin Manager
  Tpm for tmux < 1.9? · Issue #35 · tmux-plugins/tpm
  javier-lopez/tundle: tmux plugin manager
  tundle-plugins/tmux-continuum at master · javier-lopez/tundle-plugins

2020-03-08

• 杂项
  VGG组最新论文：自动发现和学习新的视觉类别 - 知乎

2020-03-06

• 杂项
  PASCAL VOC Challenge performance evaluation server

• MIL 弱监督目标检测
  Weakly Supervised Object Localization - 简书

2020-03-01

• 杂项
  SPP-net原理解读 - SuperVan - 博客园
  任何方向都高度准确，上交、旷视联合提出最强旋转目标检测器R3Det
  Res2Net：新的深度学习多尺度结构，提升物体检测立竿见影
  caffe/mil_layer.cpp at mil · s-gupta/caffe

• MIL 弱监督目标检测
  弱监督目标检测之二 连续优化多实例学习_gaow14的博客-CSDN博客
  [paper reading] C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection CVPR2019 - demianzhang - 博客园
  论文笔记（五） C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection_网络_lzr_ps的博客-CSDN博客
  论文报告笔记（四） Towards Precise End-to-end Weakly Supervised Object Detection Network_网络_lzr_ps的博客-CSDN博客
  论文笔记：Weakly Supervised Deep Detection Networks(WSDDN)_网络_kinredon的博客-CSDN博客
  重磅 | 基于弱监督约束的通用目标检测 - 云+社区 - 腾讯云