Papers

Important Papers

Name	Submission Date	Source	Type	Note
ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)	2012	AlexNet Paper
Efficient Estimation of Word Representations in Vector Space (Word2Vec)	2013/01/16	arxiv:1301.3781	NLP
Playing Atari with Deep Reinforcement Learning (DQN)	2013/12/19	arxiv:1312.5602
Very Deep Convolutional Networks for Large-Scale Image Recognition (VGGNet)	2014/09/04	arxiv:409.1556
Deep Residual Learning for Image Recognition (ResNet)	2015/12/10	arxiv:409.1556
Going Deeper with Convolutions (GoogleNet)	2015/12/10	arxiv:409.1556
Asynchronous Methods for Deep Reinforcement Learning (A3C)	2016/02/04	arxiv:1602.01783
Attention Is All You Need (Transformer)	2017/06/12	arxiv:1706.03762		influential paper that introduced Transformer
Proximal Policy Optimization Algorithms (PPO)	2017/07/20	arxiv:1707.06347
Deep contextualized word representations (ELMo)	2018/02/15	arxiv:1802.05365	NLP
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding	2018/04/20	arxiv:1804.07461	NLP
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018/10/11	arxiv:1810.04805	NLP	BERT
Transformer-XL	2019/01/09	arxiv:1901.02860		Attentive Language Models Beyond a Fixed-Length Context
Language Models are Few-Shot Learners	2020/05/28	arxiv:2005.14165		GPT
An Image is Worth 16x16 Words	2020/10/22	arxiv:2010.11929		Transformers for Image Recognition at Scale - Vision Transformer (ViT)
OpenAI CLIP	2021/02/26	arxiv:2103.00020 OpenAI Blog		Learning Transferable Visual Models From Natural Language Supervision
MobileViT	2021/10/05	arxiv:2110.02178		Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Block-Recurrent Transformers	2022/03/11	arxiv:2203.07852
Memorizing Transformers	2022/03/16	arxiv:2203.08913
STaR	2022/03/28	arxiv:2203.14465		Bootstrapping Reasoning With Reasoning

Other Papers

https://arxiv.org/abs/2301.13779 (FLAME: A small language model for spreadsheet formulas) - Small model specifically for spreadsheets by Miscrofot