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foobarNet: ディープラーニング関連の○○Netまとめ

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はじめに

この記事では、そんな「こんな凄いネットワーク思い付きました選手権」の代表選手として、
○○Netと名の付くネットワーク(+α)をまとめてみました。
本当にそれだけの内容なのでまともなまとめは以下をご覧下さい。

DeepLearning研究 2016年のまとめ
2016年のディープラーニング論文100選
The major advancements in Deep Learning in 2016

Network (1 character)

C-Net (SketchNet)
ENet
HNet
KNET
MNet
PNET
R-Net (SketchNet)
S-Net (SketchNet)
S-Net (source network)
T-Net (target network)
Tnet (Tyrolean network)
U-Net
V-Net

Network

3D ShapeNet
3D U-Net
ActionFlowNet
AdaNet
ADMM-Net
AlexNet
ANP-Net
ATGV-Net
AtomNet
AttentionNet
AttractioNet
Auto-Zoom Net (AZN)
AZ-Net
BASS Net
BGNet (without Objects)
BinaryNet (Binarized Neural Networks)
BM-NET
BranchyNet
BubbLeNet
ByteNet
ContextLocNet
CrowdNet
CSNet
CSVideoNet
CUNet
DAP3D-Net
dasNet
DCTNet
DeconvNet
DecoupledNet
Deep Fried Convnet
DeepID-Net
Deeply-Fused Net (DFN)
Deeply-Supervised Net (DSN)
DeepSetNet
DeepSqueeNet
DehazeNet
DeLight-Net
DelugeNet
DeMeshNet
DenseNet (Densely Connected)
DenseNet (Pyramid)
DetectNet
DetectorNet
DevNet
DHSNet
DispNet
DLANet
DoReFa-Net
DPPnet
DualNet
EEGNet
EndoNet
EventNet
FaceNet
FaceNet2ExpNet
Fact-Net (ANP-Net)
FashionNet
FC-DenseNet
FeatMap-Net
FGNet (without Objects)
FisherNet
FitNet
FitResNet
FlowNet
FlowNet (2.0)
Fork-Net (ANP-Net)
FoveaNet (BubbLeNet)
FoveaNet (Xin Li+)
FractalNet
FusionNet (connectomics)
FusionNet (ECT)
FusionNet (V-CNN)
GBD-Net
GENet
GeThR-Net
GoogLeNet
Hierarchical Auto-Zoom Net (HAZN)
HybridNet (without Objects)
HyperNet
IDNet
Implicit ReasoNet
Inception-ResNet
Inside-Outside Net (ION)
I-PyraNet
LDANet
LeNet
LIPNet (Lateral Inhibition)
LipNet (Lipreading)
LLNet
LocNet
LOGO-Net
M2S-Net
MatchNet
MDNet
MemNet
MLDANet
Mobilenet (CVPR 2017 submission)
MultiPathNet
Multi-ResNet
Net2Net
NVDriveNet-H
NVSegNet
OctNet
OnionNet
OrigNet (without Objects)
Pairwise-Net (FeatMap-Net)
ParseNet
PCANet
PersonNet
PhaseNet (EndoNet)
PHOCNet
PixelNet
PlaNet
PN-Net
PointNet (A. Garcia-Garcia+)
PointNet (Charles R. Qi+)
PolyNet
PoseNet
PredNet
PrimaryNet (ECT)
ProductNet
Progressive Net
ProNet
PSPNet
PupilNet
PVANET
PyramidNet
PyraNet
RandNet
RankNet
ReasoNet
ReconNet
Refine net (DenseBox)
RefineNet (Global-Local-Refinement)
RefineNet (Iterative Refinement)
RefineNet (Multipath-RefineNet)
ReNet
ResNet
ResNet (pre-act-ResNet)
RetiNet
Robust Deep RankNet
RotationNet
SANet
ScatNet
SceneFlowNet
SceneNet
ScenePoseNet
SegNet
SegNet (Bayesian SegNet)
SegResNet
shuttleNet
SimNet
Sketch-a-Net
SketchNet
SKYNET
SoundNet
SPPnet
SPyNet
SqueezeNet
SRDANet
STGConvNet
StochasticNet
StuffNet
StyleNet
SyntaxNet
ToolNet (EndoNet)
TransferNet
TristouNet
TWSNet
UberNet
Unary-Net (FeatMap-Net)
UpsampleNet (ECT)
VGGNet
VIBIKNet
VIPLFaceNet
VoxNet
VoxResNet
WarpNet
WaveNet
Wide ResNet (WRN)
WResNet (Weighted ResNet)
XNOR-Net
ZFNet

Dataset/Benchmark

ActivityNet
CDnet (ChangeDetection.net)
EmotioNet
HandNet
ImageNet
ModelNet
MusicNet
ObjectNet3D
SceneNet
SceneNet RGB-D

Deep Learning Framework

Darknet
DyNet
LightNet
MatConvNet
MXNet
RecNet
SparkNet
torchnet

GitHub/Misc

AgentNet
CaffeNet
colornet
EmojiNet
EmojiNet
ResNeXt
SEGNET
StereoConvNet

おわりに

レッドオーシャン過ぎて途中から目眩が……。
取り留めの無いまとめではありますが、「こんな凄いネットワーク思い付きました選手権」に出場する際のネーミングや、サーベイの一助となれば幸いです。

(この記事はDeep Learning Advent Calendar 2016 17日目の記事です。)

shinya7y
デンソーで研究開発をしています。画像認識/機械学習/ディープラーニング/自動運転/ADAS ※ここに述べることは、私個人の意見であり、デンソーの立場や方針・意見を代表するものではありません
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