wcjb/deep_learning

深度学习领域论文翻译+理解

Deep_Learning

致力于深度学习细分领域经典论文的主要**翻译和理解点提炼，旨在通过领域论文将其系统化建构，提高学习复用率。

Domain

Classification

Method	翻译	Code	Manager	e-mail
LeNet-5	翻译	Code	@Alex	[email protected]
AlexNet	翻译	Code	@Alex	[email protected]
ZFNet	翻译		@Alex	[email protected]
OverFeat	翻译		@Alex	[email protected]
NIN	翻译	Code	@Alex	[email protected]
VGG	翻译	Code	@Alex	[email protected]
GoogLeNet v1	翻译	Code	@Alex	[email protected]
GoogLeNet v2	翻译 BN	Code/BN	@Alex	[email protected]
GoogLeNet v3	翻译		@Alex	[email protected]
ResNet	翻译	Code	@Alex	[email protected]
ResNet v2	翻译		@Alex	[email protected]
GoogLeNet v4	翻译		@Alex	[email protected]
ResNeXt	翻译		@Alex	[email protected]
DenseNet	翻译	Code	@Alex	[email protected]
Xception	翻译		@Alex	[email protected]
MobileNet v1	翻译		@Alex	[email protected]
SENet	翻译		@Alex	[email protected]
ShuffleNet v1	翻译		@Alex	[email protected]
CBAM	翻译		@Alex	[email protected]
ShuffleNet v2	翻译		@Alex	[email protected]
SKNet	翻译		@Alex	[email protected]
MobileNet v2	翻译		@Alex	[email protected]
MobileNet v3	翻译		@Alex	[email protected]
EfficientNet	翻译		@Alex	[email protected]
ECANet	翻译		@Alex	[email protected]

Object Detection

Method	翻译	Code	Manager	e-mail
R-CNN	翻译		@Alex	[email protected]
SPPNet	翻译		@Alex	[email protected]
Fast R-CNN	翻译		@Alex	[email protected]
Faster R-CNN	翻译		@Alex	[email protected]
YOLO v1	翻译		@Alex	[email protected]
SSD	翻译		@Alex	[email protected]
R-FCN	翻译		@Alex	[email protected]
FPN	翻译		@Alex	[email protected]
YOLO v2	翻译		@Alex	[email protected]
RetinaNet	翻译		@Alex	[email protected]
YOLO v3	翻译		@Alex	[email protected]
CornerNet	翻译		@Alex	[email protected]
FCOS	翻译		@Alex	[email protected]
CenterNet	翻译		@Alex	[email protected]
EfficientDet	翻译		@Alex	[email protected]
DETR	翻译		@Alex	[email protected]
YOLO v4	翻译		@Alex	[email protected]
YOLOF	翻译		@Alex	[email protected]
YOLOX	翻译		@allkkk	[email protected]

Semantic Segmentation

Method	翻译	Code	Manager	e-mail
UNet	翻译		@VViolin	[email protected]
FCN	翻译		@VViolin	[email protected]
SegNet	翻译		@VViolin	[email protected]

Person Re-ID

Method	翻译	Code	Manager	e-mail
Survey	翻译		@chenhy998	[email protected]

Person Detection

Method	翻译	Code	Manager	e-mail
DETR	翻译		@chenhy998	[email protected]

Medical Imaging

Method	翻译	Code	Manager	e-mail
Survey	翻译		@Alex	[email protected]

Activation Function

Method	Theory	Code	Manager	e-mail
Summary	Theory		@Alex	[email protected]

Optimizer

Method	Theory	Code	Manager	e-mail
Summary	Theory		@Alex	[email protected]
SGD	Theory		@Alex	[email protected]

Pre-Procession

Method	Theory	Code	Manager	e-mail
Summary	Theory		@Alex	[email protected]

Appendix

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