Machine Learning Paper Review and Implementation
이 리포지토리는 주요한 머신러닝 논문 및 MLOps 등 머신러닝 엔지니어링과 관련된 논문들을 리뷰하고 구현한 내용들을 정리하고 있습니다.
자세한 논문 리뷰글은 블로그를 참조해주세요.
논문리딩 과정에서 rough한 분석은 issue에 정리중입니다.
Computer Vision (CV)
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AlexNet : [NIPS] Imagenet Classification with Deep Convolutional Neural Networks (2012)
Original Paper Review file Codes Review Post
Natural Language Process (NLP)
waiting list...
Efficient Estimation of Word Representations in Vector Space (2013)
Recommender System (RecSys)
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[ACM] Neural Graph Collaborative Filtering (2019)
Original Paper Review file Codes Review Post -
Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP) (2021)
Original Paper Review file Codes Review Post
waiting list...
Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP)
[IEEE] Collaborative Filtering for Implicit Feedback Datasets (2008)
[UAI] BPR: Bayseian Personalized Ranking from Implicit Feedback (2009)