This repository curates significant AI research papers from 2020, providing a structured overview for AI researchers and practitioners. It aims to simplify access to cutting-edge advancements by linking each paper to a concise video explanation, an in-depth article, and available code, facilitating rapid understanding and exploration of new techniques.

How It Works

The project acts as a curated index, organizing influential AI papers by release date. For each paper, it provides direct links to the original research, supplementary articles for deeper dives, and, where available, code repositories. This approach streamlines the discovery and evaluation process for complex AI research.

Quick Start & Requirements

This repository is a curated list and does not require installation. It serves as a reference guide to external resources.

Highlighted Details

• Covers 28 key AI papers from 2020 across various domains including object detection (YOLOv4), generative models (GPT-3, GameGAN, PULSE), 3D reconstruction (PIFuHD), and more.
• Each entry includes links to the paper, a short video explanation, and often, direct links to associated code repositories.
• Features papers with notable achievements like unsupervised programming language translation and high-resolution face swapping.
• Includes a link to a related repository focusing on top 10 computer vision papers from 2020.

Maintenance & Community

The repository is maintained by louisfb01. Users are encouraged to suggest missed papers via email or social media (Twitter: @Whats_AI, LinkedIn: Louis (What's AI) Bouchard). A link to a 2021 repo is also provided.

Licensing & Compatibility

The repository itself is a list of links and does not have specific licensing terms mentioned. The licensing of the linked papers and code repositories would vary individually.

Limitations & Caveats

The list is specific to 2020 and may not include all significant advancements from that year. The availability and maintenance of linked code repositories are external to this project.