Papers
Important
Attention Is All You Need | arxiv:1706.03762 | influential paper that introduced Transformer |
Bread | Pie | |
Butter | Ice cream |
Attention Is All You Need - https://arxiv.org/abs/1706.03762 - - influential paper that introduced Transformer
An Image is Worth 16x16 Words - https://arxiv.org/abs/2010.11929 - Transformers for Image Recognition at Scale - Vision Transformer (ViT)
Block-Recurrent Transformers - https://arxiv.org/abs/2203.07852
Language Models are Few-Shot Learners - https://arxiv.org/abs/2005.14165 - GPT
Memorizing Transformers - https://arxiv.org/abs/2203.08913 -
MobileViT - https://arxiv.org/abs/2110.02178 - Light-weight, General-purpose, and Mobile-friendly Vision Transformer
OpenAI CLIP - https://arxiv.org/abs/2103.00020, https://openai.com/blog/clip/ - Learning Transferable Visual Models From Natural Language Supervision
STaR - https://arxiv.org/abs/2203.14465 - Bootstrapping Reasoning With Reasoning
Transformer-XL - https://arxiv.org/abs/1901.02860 - Attentive Language Models Beyond a Fixed-Length Context
Others
https://arxiv.org/abs/2301.13779 (FLAME: A small language model for spreadsheet formulas) - Small model specifically for spreadsheets by Miscrofot