Super Resolution survey Attention Review CNN Medical AI Classification 초급 Deep Learning Research Article Bayesian Network General Class activation mapping Object localization Semi-supervised learning 중급 NLP Memory Network End-to-End Dialogue Systems Face Recognition Transferable architecture ImageNet Language Representation transformer 고급

Super Resolution

• [Review] Deep Learning for Single Image Super-Resolution: A Brief Review

survey

• [Review] Deep Learning for Single Image Super-Resolution: A Brief Review

Attention

• Neural Turing Machine
• [Review] Effective Approaches to Attention-based Neural Machine Translation
• [Review] Neural Machine Translation by Jointly Learning to Align and Translate

Review

• [Review] SphereFace: Deep Hypersphere Embedding for Face Recognition
• [Review] Effective Approaches to Attention-based Neural Machine Translation
• [Review] Neural Machine Translation by Jointly Learning to Align and Translate

CNN

• Learning Transferable Architectures for Scalable Image Recognition
• Learning Deep Features for Discriminative Localization
• Deep Learning for Chest Radiograph Diagnosis: A Retrospective Comparison of the CheXNeXt Algorithm to Practicing Radiologists

Medical AI

• Deep Learning for Chest Radiograph Diagnosis: A Retrospective Comparison of the CheXNeXt Algorithm to Practicing Radiologists

Classification

• Deep Learning for Chest Radiograph Diagnosis: A Retrospective Comparison of the CheXNeXt Algorithm to Practicing Radiologists

초급

• Introduction to Bayesian Network (Bayesian Network vol 1)
• Deep Learning for Chest Radiograph Diagnosis: A Retrospective Comparison of the CheXNeXt Algorithm to Practicing Radiologists

Deep Learning

• Neural Turing Machine

Research Article

• Neural Turing Machine

Bayesian Network

• Introduction to Bayesian Network (Bayesian Network vol 1)

General

• Introduction to Bayesian Network (Bayesian Network vol 1)

Class activation mapping

• Learning Deep Features for Discriminative Localization

Object localization

• Learning Deep Features for Discriminative Localization

Semi-supervised learning

• Learning Deep Features for Discriminative Localization

중급

• Learning Transferable Architectures for Scalable Image Recognition
• Learning Deep Features for Discriminative Localization

NLP

• [MT-DNN 논문 Review] Multi-Task Deep Neural Networks for Natural Language Understanding
• BERT 논문정리
• Global to Local Memory Pointer Networks for Task Oriented Dialogue Systems

Memory Network

• Global to Local Memory Pointer Networks for Task Oriented Dialogue Systems

End-to-End Dialogue Systems

• Global to Local Memory Pointer Networks for Task Oriented Dialogue Systems

Face Recognition

• [Review] SphereFace: Deep Hypersphere Embedding for Face Recognition

Transferable architecture

• Learning Transferable Architectures for Scalable Image Recognition

ImageNet

• Learning Transferable Architectures for Scalable Image Recognition

Language Representation

• [MT-DNN 논문 Review] Multi-Task Deep Neural Networks for Natural Language Understanding
• BERT 논문정리

transformer

• [MT-DNN 논문 Review] Multi-Task Deep Neural Networks for Natural Language Understanding
• BERT 논문정리

고급

• [MT-DNN 논문 Review] Multi-Task Deep Neural Networks for Natural Language Understanding
• BERT 논문정리