AI-implementation

• AI 모델 구현 Repo

DL

Vision

CNN

• ResNet (Deep Residual Learning for Image Recognition | Code)

Transformer

• ViT
• EfficientViT

GANs

• GAN (Generative Adversarial Networks | Code)
• CGAN (Conditional Generative Adversarial Nets | Code)
• DCGAN
• WGAN-GP
• StyleGAN
• Self-Attention GAN
• StackGAN
• AttnGAN

Diffusion

• 논문 탐색 중

NLP

• Transformer (Attention Is All You Need | Code)
• BERT
• GPT

RL

• DQN (Playing Atari with Deep Reinforcement Learning | Code)
• A2C ( | Code)
• DDPG (Continuous control with deep reinforcement learning | Code)
• SAC