Models

2023.07.27

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I’m going to record models I learned here, so I can find suitable model faster when I need it.

CV

• VGG
• ResNet
• EfficientNet
• ViT

Object Detection

• R-CNN
• Fast R-CNN
• Faster R-CNN

Instance Segmentation

• Mask R-CNN

Generation Model

• GAN
• Wasserstein GAN
• VAE

NLP

• RNN
• LSTM (Bi-LSTM)
• GRU (Bi-GRU)
• Transformer

Language Model

• BERT
• RoBERTa
• DeBERTa

Graph

• GCN (Spatial approach)
• GCN (Spectral approach)