(Here is my ๐ช knowledge planet)
- ๐ด Attentions from scratch
- ๐ข Image Caption with Bahdanau Attention
- ๐ด [Image Caption with Transformer Decoder]
- ๐ด Transformer from scratch
- ๐ด Vision Transformer from scratch
- ๐ข BERT from scratch
- ๐ด GPT from scratch
- ๐ข CLIP from scratch
- ๐ด Byte-pair encoding from scratch
- ๐ข Image Classification
- ๐ข Classic CNN (ResNet, DenseNet, ...) from scratch
- ๐ด Image Super Resolution
- ๐ด Object Detection
- ๐ด Text Classification
- ๐ด Machine Translation
- ๐ด Sequence Labeling
- ๐ข Image Caption
- ๐ด Autoencoder for CIFAR-10
- ๐ด SimCLR for CIFAR-10
- ๐ด SupCon* for CIFAR-10