├── .gitignore ├── 00-intro └── 00_intro.pdf ├── 01-data_fusion ├── 01_DeepLearning_DataFusion.pdf ├── banner_igarss2023.png ├── early_fusion.png ├── hsg_logo.png ├── lab_df.ipynb ├── late_fusion.png └── supervised_learning_setup.png ├── 02-mtl ├── 02_mtl.pdf ├── banner_igarss2023.png ├── hsg_logo.png ├── lab_mtl.ipynb └── multitask-u-net-architecture.png ├── 03-ssl ├── 03_SSL-Tutorial.pdf ├── banner.png ├── context-encoders-overview.png ├── context-encoders-reconstruction.png ├── contrastive-learning.png ├── lab_ssl.ipynb ├── mae-overview.png ├── multi-modal-contrast-overview.png ├── multi-modal-contrast.png ├── simclr-augment.png ├── simclr-loss.png ├── simclr-overview.png └── vit-overview.png ├── LICENSE └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | *~ 2 | ben-ge-800* 3 | -------------------------------------------------------------------------------- /00-intro/00_intro.pdf: 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