AI key papers

• Modern AI all start from AlexNet 2012
• Modern Game Strategy all start from AlphaGo (2016)
• Modern LLM all start from Transformer (2017)
• Modern Diffustion start from DDPM (2020)

List famous paper short name: paper title

Computer Vision

• AlexNet (2012) : ImageNet Classification with Deep Convolutional Neural Networks
• VGG (2014) : Very Deep Convolutional Networks for Large-Scale Image Recognition
• GAN (2014) : Generative Adversarial Nets
• ResNet (2015) : Deep Residual Learning for Image Recognition
• U-Net (2015) : U-Net: Deep Learning for Biological Image Segmentation

Natural Language Processing

• Transformer (2017) : Attention is All You Need
• BERT (2018) : BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• GPT-3 (2020) : Language Models are Few-Shot Learners

Diffusion Models

• DDPM (2020): Denoising Diffusion Probabilistic Models
• Improved DDPM (2021): Improved Denoising Diffusion Probabilistic Models
• Score-based Generative Modeling (2020): Score-Based Generative Modeling through Stochastic Differential Equations
• Latent Diffusion Models (2022): High-Resolution Image Synthesis with Latent Diffusion Models
• Denoising Diffusion Models (2020) : Denoising Diffusion Models for Image Synthesis

Game Play

Go Chess

• AlphaGo (2016): Mastering the game of Go with deep neural networks and tree search

Poker Play

• Libratus (2017): “Libratus: The Superhuman AI for No-Limit Texas Hold’em” by Noam Brown and Tuomas Sandholm.
• DeepStack (2017): “DeepStack: Expert-Level Artificial Intelligence in No-Limit Texas Hold’em” by Michael Bowling et al.

JP Mahjong

• Tenyuu (2017): “Tenyuu: A Computer Mahjong Program That Won the World Championship” by Takanori Mori et al.
• Ninja (2019): “Ninja: A Strong JP Mahjong AI Using Monte Carlo Tree Search and Deep Learning” by Takuya Hiraoka et al.
• Suphx (2020): Suphx: Mastering Mahjong with Deep Reinforcement Learning