Must-read AI Papers

[ deep-learning  alexnet  resnet  gan  gpt-3  word2vec  capsnet  bert  deep-q  reformer  ]

I will create a new reading note series based on Must-read AI Papers from

Name Paper Category
AlexNet AlexNet: ImageNet Classification with Deep Convolutional Neural Networks Vision
ResNet ResNet: Deep Residual Learning for Image Recognition Vision
GAN Introduction to Generative Adversarial Networks Vision
OpenAI GPT-3 Language Models are Few-Shot Learners NLP
Word2Vec Word2Vec: Distributed Representations of Words and Phrases and their Compositionality NLP
Transformer Transformer: Attention Is All You Need NLP
CapsNet CapsNets: Dynamic Routing Between Capsules General
BERT BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NLP
Deep Q Network Playing Atari with Deep Reinforcement Learning Reinforcement
Reformer Reformer: The Efficient Transformer NLP
Written on February 16, 2021