1. Deep Learning introduction

2023. 11. 20. 13:05NAVER AI Tech/Deep Learning

Key components of Deep Learning

1. Data

2. Model

3. Loss function

 

Deep Learning History

2012 - AlexNet

2013 - DQN(알파고 알고리즘)

2014 - Encoder/Decoder, Adam

2015 - GAN, ResNet

2016 -

2017 - Transformer(=Attention is all you need)

2018 - Bert(fine-tuned NLP models)

2019 - Big Language Models(GPT-X)

2020 - Self-Supervised Learning

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