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cs and deep learning

- A Structured Self-Attentive Sentence Embedding 01 Mar 2019
- BERT: Bidirectional Transformers for Language Understanding 06 Dec 2018
- End to End Memory Network 07 Oct 2018
- Memory Network 05 Oct 2018
- ConvS2S: Convolutional Sequence to Sequence Learning 11 Sep 2018
- Transformer: Attention is all you need 08 Sep 2018
- Seq2seq with attention: Neural Machine Translation by Jointly Learning to Align and Translate 13 Aug 2018
- Seq2seq (2): Sequence to Sequence Learning with Neural Networks 13 Aug 2018
- Seq2seq (1): Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation 13 Aug 2018
- NLP를 위한 CNN (5): Character-level Convolutional Network for Text Classification 09 Aug 2018
- NLP를 위한 CNN (4): A Sensitivity Analysis of Convolutional Neural Networks for Sentence Classification 06 Aug 2018
- NLP를 위한 CNN (3): A Convolutional Neural Network for Modelling Sentences 06 Aug 2018
- NLP를 위한 CNN (2): Convolutional Neural Network for Sentence Classification 05 Aug 2018
- NLP를 위한 CNN (1): Understanding CNN for NLP 03 Aug 2018
- TF-IDF : Term Frequency-Inverse Document Frequency 01 Aug 2018
- Glove : Global Vectors for Word Representation 27 Jul 2018
- Word2Vec (2) : Skip Gram 모델 & 튜닝 기법 24 Jul 2018
- Word2Vec (1) : 단어 임베딩 & CBOW 모델 21 Jul 2018
- Recent trend in NLP 09 May 2018

- CS20(TensorFlow) Lecture Note (12): Machine Translation, Seqeunce-to-sequence and Attention 07 Sep 2018
- CS20(TensorFlow) Lecture Note (11): RNNs in the TensorFlow 06 Sep 2018
- CS20(TensorFlow) Lecture Note (8): CNN(Style transfer), TFRecord 16 Aug 2018
- CS20(TensorFlow) Lecture Note (6), (7): Intro to ConvNet & ConvNet in TensorFlow 16 Aug 2018
- CS20(TensorFlow) Lecture Note (5): word2vec + manage experiments 16 Aug 2018
- CS20(TensorFlow) Lecture Note (4): Eager execution and interface 16 Aug 2018
- CS20(TensorFlow) Lecture Note (3): Linear and Logistic Regression 15 Aug 2018
- CS20(TensorFlow) Lecture Note (1),(2): Overview & TensorFlow Operation 13 Aug 2018
- Tensorflow 설치하기 26 May 2018

- Tensorflow Tutorial - Image Recognition 18 Jun 2018
- Tensorflow Tutorial - Image Retraining 18 Jun 2018
- Tensorflow Tutorial - MNIST 26 May 2018

- 파라미터 최적화 02 Jul 2018
- 가중치 초기화 (Weight Initialization) 01 Jul 2018
- 딥러닝에서 사용하는 활성화함수 01 Jul 2018
- About CNN 27 Jun 2018

- CNN을 활용한 주요 Model - (4) : Semantic Segmentation 14 Jul 2018
- CNN을 활용한 주요 Model - (3) : Image Detection-2 27 Jun 2018
- CNN을 활용한 주요 Model - (2) : Image Detection 27 Jun 2018
- CNN을 활용한 주요 Model - (1) : Modern CNN 27 Jun 2018
- LeNet 27 Jun 2018

- Chapter 2: Function Approximation as Supervised Learning 10 Aug 2018
- Chapter 4: Recurrent Neural Networks and Gated Recurrent Units 18 Jul 2018
- Chater 5: Neural Laguage Models 11 Jul 2018