├── LICENSE ├── PAPER.md ├── README.md ├── datasets ├── processed │ ├── test.pt │ └── training.pt └── raw │ ├── t10k-images-idx3-ubyte │ ├── t10k-labels-idx1-ubyte │ ├── train-images-idx3-ubyte │ └── train-labels-idx1-ubyte ├── models ├── cntl │ ├── trained_cntl_mae_adam.pth │ └── trained_cntl_mse_adam.pth ├── exp │ ├── trained_exp_agl_adam.pth │ ├── trained_exp_lcl_adam.pth │ ├── trained_exp_xsl_adam.pth │ └── trained_exp_xtl_adam.pth └── initial_state.pth ├── regression_losses.py └── results ├── .DS_Store ├── cntl ├── mnist_reconstructed_mae_adam.png ├── mnist_reconstructed_mse_adam.png ├── monitor_mae_adam.json └── monitor_mse_adam.json ├── exp ├── mnist_reconstructed_agl_adam.png ├── mnist_reconstructed_lcl_adam.png ├── mnist_reconstructed_xsl_adam.png ├── mnist_reconstructed_xtl_adam.png ├── monitor_agl_adam.json ├── monitor_lcl_adam.json ├── monitor_xsl_adam.json └── monitor_xtl_adam.json ├── learning_losses.png ├── log_cosh_loss.png ├── log_cosh_loss_grad.png ├── 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