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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。)