GitHub - YoungJeansKR/AI-Paper-Review: AI Paper Review and Seminar (Korea University)

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AI Paper Review and Seminar (Korea University)

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Name		Name	Last commit message	Last commit date
Latest commit History 217 Commits
Classification		Classification
GAN		GAN
NLP		NLP
Object_Detection		Object_Detection
Self_Sup		Self_Sup
Super_Resolution		Super_Resolution
style_transfer		style_transfer
README.md		README.md

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Contents

Computer Vision
Natural Language Processing
Speech Processing
- Speech Synthesis
- Voice Conversion
Reinforcement Learning
Explainable AI
Adversarial Attack
Self-Supervised Learning
Miscellaneous
- Recommendation Systems

Computer Vision

Classification

LeNet-5(1998) [PDF/Code]
AlexNet(2012) [PDF/Code]
ZFNet(2013) [PDF/Code]
VGGNet(2014) [PDF/Code]
GoogLeNet(2014) [PDF/Code]
ResNet(2015) [PDF/Code]
DenseNet(2017) [PDF/Code]
MobileNetV1(2017) [PDF/Code]
MobileNetV2(2018) [PDF/Code]
MobileNetV3(2019) [PDF/Code]
EfficientNet(2019) [PDF/Code]
Vision Transformer(2020) [PDF/Code]
EfficientNetV2(2021) [PDF/Code]
CoAtNet(2021) [PDF/Code]

Object Detection

R-CNN(2013) [PDF/Code]
SPPNet(2014) [PDF/Code]
Fast R-CNN(2014) [PDF/Code]
Faster R-CNN(2015) [PDF/Code]
YOLOv1(2016) [PDF/Code]
SSD(2016) [PDF/Code]
FPN(2017) [PDF/Code]
YOLOv2(2017) [PDF/Code]
CenterNet(2019) [PDF/Code]
EfficientDet(2020) [PDF/Code]
DETR(2020) [PDF/Code]
Swin Transformer(2021) [PDF/Code]

Segmentation

DeepLabV1(2014) [PDF/Code]
FCN(2015) [PDF/Code]
SegNet(2015) [PDF/Code]
U-Net(2015) [PDF/Code]
DeepLabV2(2016) [PDF/Code]
DeepLabV3(2017) [PDF/Code]
Mask R-CNN(2017) [PDF/Code]
DeepLabV3+(2018) [PDF/Code]

Generative Models

GAN(2014) [PDF/Code]
CGAN(2014) [PDF/Code]
DCGAN(2015) [PDF/Code]
Pix2Pix(2016) [PDF/Code]

Face Recognition

DeepFace(2014) [PDF/Code]
FaceNet(2015) [PDF/Code]
ArkFace(2018) [PDF/Code]

Temporal Action Localization

Novel View Synthesis

Natural Language Processing

Seq2Seq(2014) [PDF/Code]
GRU(2014) [PDF/Code]
Attention(2015) [PDF/Code]
Transforemr(2017) [PDF/Code]
BERT(2018) [PDF/Code]

Speech Processing

Speech Synthesis

Voice Conversion

Reinforcement Learning

Explainable AI

Adversarial Attack

Self-Supervised Learning

Miscellaneous

Recommendation Systems