2021
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Mar 25[Paper Review] Sequence to Sequence Learning with Neural Networks
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Mar 22[Paper Review] Text Understanding with the Attention Sum Reader Network
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Mar 22[CV] Few Shot Learning
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Mar 22Pose Estimation - AlphaPose and its application
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Mar 22[Paper Review] Neural Translation by Jointly Learning to Align and Translate (2015)
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Mar 16[DL 101] Understanding Bi-RNN/LSTM (Pytorch)
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Mar 14[Paper Review] Distributed Representations of Words and Phrases and their Compositionality
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Mar 13[Paper Review] Efficient Estimation of Word Representations in Vector Space
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Mar 12[NLP] Google Duplex - 'Jarvis' comes true?
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Mar 12[Paper Review] U-Net: Convolutional Networks for Biomedical Image Segmentation
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Mar 12Web-crawling using Python
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Mar 12[Paper Review] YOLO (You Look Only Once)
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Mar 11[DL 101] Activation Functions
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Mar 11[Paper Review] Faster R-CNN
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Mar 11[Paper Review] Fast R-CNN
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Mar 10[NLP] Big Bird
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Mar 10[NLP] Multi-Task Learning & MT-DNN
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Mar 4[Paper Review] Sparse Transformer
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Mar 4[CV] One Shot learning
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Mar 3[AD] Introducing Anomaly Detection
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Mar 1[DL 101] OpenCV python tutorial
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Mar 1[Paper Review] R-CNN
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Feb 28[NLP] NLP tasks
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Feb 28[NLP] Code - BERT + KMeans
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Feb 28Useful methods for CV competition
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Feb 26[NLP] How does BERT work?
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Feb 26[DL 101] RAdam - a novel variant of Adam
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Feb 26[DL 101] Learning Rate Scheduler
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Feb 25[RecBasics] Negative samples in Top-K recommender task (Part 1)
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Feb 24[Paper Review] Attention is all you need
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Feb 24[NLP] Difficulties in applying NLP models to Korean data
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Feb 23[DL 101] Maxpooling? Convolutions?
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Feb 23[DL 101] Upsampling
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Feb 21[DL 101] Autoencoder Tutorial (Pytorch)
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Feb 18[Jump into ML] Overview of Cross-validation
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Feb 13[NLP] Overview of NLP
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Feb 13[DL 101] Transfer Learning vs. Fine Tuning vs. Training from scratch
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Feb 13[DL 101] List comprehension
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Feb 13[DL 101] Early Stopping, Weight Decay
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Feb 12[DL 101] Object Recognition Terminology
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Feb 11[DL 101] Global Average Pooling
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Feb 10Fundamentals of the Recommendation System
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Feb 3[Paper Review] Hybrid Recommender Systems: A Systematic Literature Review (2017)
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Feb 1[Paper Review] Wide & Deep Learning for Recommender Systems (2016)
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Jan 30Welcome to GoGL's blog :)