Must-read AI Papers
[gpt-3 reformer bert alexnet deep-q gan word2vec capsnet deep-learning resnet I will create a new reading note series based on Must-read AI Papers from Crossminds.ai.
| 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