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논문 및 공부

논문 및 공부
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Name
Tags
분야
Status
우선순위
구현 여부
🫧
How to Summarize a Research Paper
Open
공부
논문 방법
Done
A Survey on Large Language Models For Recommendation
Open
논문
LLM-RecSys-Survey
Done
Recommender Systems in the Era of Large Language Models
Open
논문
LLM-RecSys-Survey
Done
Representation Learning with Large Language Models for Recommendation
Open
논문
LLM-enhanced-RecSys
Done
Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)
Open
논문
RecSys-By-LLM
Done
SVM
Open
공부
Explicit feedback
Done
High
Factorizations Meets the neighborhood
Open
논문
Explicit feedback
Matrix-Factorization
Done
High
Not Yet
Probabilistic matrix factorization
Open
논문
Explicit feedback
Matrix-Factorization
Done
High
BPR: Bayesian Personalized Ranking from Implicit Feedback
Open
논문
Implicit feedback
Matrix-Factorization
Not started
High
Factorization Machine
Open
논문
Explicit feedback
Matrix-Factorization
Done
High
Wide & Deep Learning for Recommender Systems
Open
논문
Neural-Net-RecSys
Done
High
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction
Open
논문
Neural-Net-RecSys
Done
High
Collaborative Metric Learning
Open
논문
Metric-Learning
In progress
High
Neural Collaborative Filtering
Open
논문
Neural-Net-RecSys
Implicit feedback
In progress
High
Deep Learning 기반 추천 시스템 Survey
Open
논문
Survey
In progress
High
Youtube DNN
Open
논문
Neural-Net-RecSys
In progress
Medium
Neural Collaborative Reasoning
Open
논문
Neural-Net-RecSys
Not started
Medium
Joint Representation Learning for Top-N Recommendation with
Open
논문
Universal Representation for RecSys
Not started
Personalized Transformer for Explainable Recommendation
Open
논문
Universal Representation for RecSys
Not started
One4all User Representation for Recommender Systems in E-commerce
Open
논문
Universal Representation for RecSys
Not started
Scaling Law for Recommendation Models
Open
논문
Universal Representation for RecSys
Not started
One Person, One Model, One World: Learning Continual User Representation without Forgetting
Open
논문
Universal Representation for RecSys
Not started
Representation Learning with Contrastive Predictive Coding
Open
논문
Self-Supervised-Learning
Not started
T5
Open
공부
NLP
Not started
언어 모델 기반 추천 시스템 적용 사례(Naver)
Open
공부
Universal Representation for RecSys
Not started
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