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Name
Date
Tags
Reviewed
Implemented
Category
리뷰 : SASRec (ICDM 18)
Open
2023/05/16
RecSys
Deep Learning
Transformer
PaperReview
리뷰 : PinnerFormer (KDD 22)
Open
2023/05/09
Graph
RecSys
Deep Learning
Transformer
User Embedding
PaperReview
리뷰 : PinnerSAGE (KDD 20)
Open
2023/05/02
Graph
RecSys
Deep Learning
PaperReview
짧은 리뷰 : LightGCN (SIGIR 2020)
Open
2023/04/18
Graph
RecSys
Deep Learning
PaperReview
리뷰 : MultiSAGE (KDD 2020)
Open
2023/04/10
Graph
RecSys
Deep Learning
BipartiteGraph
PaperReview
리뷰 : GAT(Graph Attention Networks) (ICLR 2018)
Open
2023/04/03
Graph
RecSys
Deep Learning
PaperReview
리뷰 : PinSAGE (KDD 2018)
Open
2023/03/28
Graph
RecSys
Deep Learning
PaperReview
리뷰 : GraphSAGE (NIPS 2017)
Open
2023/03/26
Graph
RecSys
Deep Learning
PaperReview
리뷰 : (GCMC) Graph Convolutional Matrix Completion
Open
2023/03/11
Graph
RecSys
Deep Learning
PaperReview
리뷰 : (DeepFM) A Factorization-Machine based Neural Network for CTR Prediction (2017)
Open
2022/11/16
Graph
RecSys
Deep Learning
PaperReview
리뷰 : (Wide & Deep) Learning for Recommender Systems(2016)
Open
2022/11/15
Graph
RecSys
Deep Learning
PaperReview
리뷰 : (IGMC) Inductive Matrix Completion Based on Graph Neural Networks
Open
2022/09/15
Graph
RecSys
Deep Learning
PaperReview
리뷰 : FCN(2015)
Open
2022/06/26
Vision
Segmentation
PaperReview
리뷰 : BEiT
Open
2022/05/04
Transformer
Vision
Backbone
Self-Supervised
PaperReview
리뷰 : Conv-Mixer
Open
2022/05/01
Transformer
Vision
Backbone
PaperReview
리뷰 : MLP-Mixer
Open
2022/04/30
Transformer
Vision
Backbone
PaperReview
리뷰 : MixSTE (CVPR2022)
Open
2022/04/28
Transformer
Vision
Pose Estimation
PaperReview
리뷰 : Poseformer
Open
2022/04/22
Transformer
Vision
Pose Estimation
PaperReview
리뷰 : A Survey of Visual Transformers
Open
2022/04/16
Transformer
Vision
PaperReview
리뷰 : METRO (Mesh Transformer)
Open
2021/08/24
Transformer
Vision
Pose Estimation
PaperReview
리뷰 : Swin Transformer
Open
2021/05/15
Transformer
Vision
Backbone
PaperReview
리뷰 : HybrIK
Open
2021/05/10
Vision
Pose Estimation
PaperReview
리뷰 : ViT
Open
2020/10/06
Transformer
Vision
Backbone
PaperReview
리뷰 : DETR
Open
2020/09/14
Transformer
Vision
Object Detection
PaperReview
리뷰 : ELMo
Open
2020/09/01
NLP
PaperReview
리뷰 : Transformer
Open
2020/08/13
Transformer
PaperReview
정보 : Improving the Quality of Recommended Pins with Lightweight Ranking
Open
2023/06/13
RecSys
Graph
Infomation
정보 : How Pinterest Leverages Realtime User Actions in Recommendation to Boost Homefeed Engagement Volume (번역)
Open
2023/05/30
RecSys
Deep Learning
Transformer
Infomation
정보 : 우버 이츠에서 Graph을 추천에 사용하는 방법(번역)
Open
2023/05/24
Graph
RecSys
Deep Learning
Infomation
정보 : Docker Container Vscode로 접근하기
Open
2022/11/15
Docker
Tensorflow
Pytorch
Infomation
정보 : Airflow 소개
Open
2022/10/25
MLOps
Infomation
정보 : MLOps란 무엇인가?
Open
2022/10/24
MLOps
Infomation
정보 : MLOps의 핵심 기능들(Components)
Open
2022/10/24
MLOps
Infomation
정보 : WandB 사용 후기 (WandB vs Tensorboard)
Open
2022/10/16
글또
Deep Learning
MLOps
Infomation
정보 : Sparse Matrix Format (희소 행렬 표현법)
Open
2022/09/28
Python
Code
Matrix
Graph
Infomation
강의 정리 : CS224w-Lecture 16
Open
2022/08/25
Graph
글또
Infomation
강의 정리 : CS224w-Lecture 9
Open
2022/08/09
Graph
글또
Infomation
정보 : Optuna 튜토리얼
Open
2022/08/07
HyperParameter
MLOps
Infomation
강의 정리 : CS224w-Lecture 1~2
Open
2022/07/07
Graph
글또
Infomation
정보 : Coordinate System in Camera
Open
2022/05/29
Vision
Infomation
정보 : Tensorflow @tf.function
Open
2022/05/19
Python
Tensorflow
Code
Infomation
정보 : Tensorflow.data
Open
2022/05/17
Python
Tensorflow
Code
Data
Infomation
Back to the Basic: Deep Learning Optimizer
Open
2022/05/12
Deep Learning
Optimizer
Infomation
Back to the Basic : Gradient Descent
Open
2022/05/11
Deep Learning
Optimizer
Infomation
짧은 정보 : Test-Time Augmentation
Open
2022/05/10
Deep Learning
Augmentation
Infomation
정보 : Sinusoidal Positional Encoding
Open
2022/04/24
Deep Learning
Transformer
Infomation
정보 : Google Style Comments & Docstrings
Open
2022/04/05
Python
Code
Infomation
정보 : Tensorflow.Distributed training
Open
2022/03/15
Python
Tensorflow
Code
Infomation
정보 : Tensorflow.TFRercord
Open
2022/01/15
Python
Tensorflow
Code
Data
Infomation
정보 : Cross Entropy와 KL Divergence란 ?
Open
2022/01/09
Deep Learning
Loss
Infomation
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