best_AI_papers_2021

Why we included this project

If you stepped away from machine learning research for a year and want to know what changed, this list is a good starting point. It collects 2021's most interesting papers in release order, pairing each one with a short video explainer, a link to a fuller article, and the code when the authors made it available. Practitioners can use it to catch up quickly, students can get context before reading the actual papers, and researchers can pick out work worth reproducing. Reading entries in date order also shows how the field developed over the year, from image generation advances to vision transformers and large language models.