阅读记录（2020年03月）
2020-03-28
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
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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
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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
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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
2020-03-06
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MIL 弱监督目标检测
Weakly Supervised Object Localization - 简书
2020-03-01
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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
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