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Class Activation Map(Learning Deep Features for Discriminative Localization)
CNN의 결과를 시각화하려는 CAM에 대해 소개합니다
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Identity Mappings in Deep Residual Networks 리뷰
CNN을 활용한 모델 중 하나인 ResNet을 다양한 구조로 실험한 논문입니다.
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Inductive Representation Learning on Large Graphs, GraphSage with Stellargraph
GCN의 일종인 GraphSage를 읽고 정리해보고, Stellargraph library를 이용해 간단한 예제를 학습시켜봤습니다.
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Deeplab series 정리
Deeplab v1, Deeplab v2, Deeplab v3, Deeplab v3+ 등 Deeplab series 정리
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Sequence to Sequence Learning with Neural Networks
Seq2seq 논문을 읽고 정리해봤습니다.