├── .gitignore ├── LICENSE ├── Pipfile ├── README.md ├── multitask-learning.iml ├── multitask-learning ├── cityscapestask │ ├── PYTORCH_LICENSE.txt │ ├── checkpointing.py │ ├── cityscapes.py │ ├── decoders.py │ ├── encoder.py │ ├── losses.py │ ├── main.py │ ├── model.py │ └── train.py └── mnisttask │ ├── mnist.py │ ├── mnist_loss.py │ └── mnist_model.py ├── notebooks ├── downsample_upsample_test.ipynb ├── mnist_results.ipynb └── visualize.ipynb ├── poster ├── depgt.png ├── deppred.png ├── emory-theme.sty ├── fashion_table1.png ├── instgt.png ├── instpred.png ├── main.pdf ├── main.tex ├── mnist_table.png ├── other-image │ ├── depgt.png │ ├── deppred.png │ ├── instgt.png │ ├── instpred.png │ ├── semgt.png │ └── sempred.png ├── overall.png ├── oxford.jpg ├── reconstructions.png ├── refs.bib ├── semgt.png └── sempred.png ├── reports └── aml_report_oscar_key.pdf └── scripts ├── compute_cityscapes_stats.py ├── create_tiny_cityscapes.py └── save_centroids_to_disc.py /.gitignore: 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