├── LICENSE ├── ParetoMTL_NeurIPS2019_Full.pdf ├── ParetoMTL_NeurIPS2019_Poster.pdf ├── README.md ├── multiMNIST ├── data │ └── README.md ├── min_norm_solvers.py ├── model_lenet.py ├── model_resnet.py ├── saved_model │ └── README.md └── train.py └── synthetic_example ├── min_norm_solvers_numpy.py └── run_synthetic_example.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/LICENSE -------------------------------------------------------------------------------- /ParetoMTL_NeurIPS2019_Full.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/ParetoMTL_NeurIPS2019_Full.pdf -------------------------------------------------------------------------------- /ParetoMTL_NeurIPS2019_Poster.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/ParetoMTL_NeurIPS2019_Poster.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/README.md -------------------------------------------------------------------------------- /multiMNIST/data/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/multiMNIST/data/README.md -------------------------------------------------------------------------------- /multiMNIST/min_norm_solvers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/multiMNIST/min_norm_solvers.py -------------------------------------------------------------------------------- /multiMNIST/model_lenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/multiMNIST/model_lenet.py -------------------------------------------------------------------------------- /multiMNIST/model_resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/multiMNIST/model_resnet.py -------------------------------------------------------------------------------- /multiMNIST/saved_model/README.md: -------------------------------------------------------------------------------- 1 | The trained models will be saved in this folder. 2 | -------------------------------------------------------------------------------- /multiMNIST/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/multiMNIST/train.py -------------------------------------------------------------------------------- /synthetic_example/min_norm_solvers_numpy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/synthetic_example/min_norm_solvers_numpy.py -------------------------------------------------------------------------------- /synthetic_example/run_synthetic_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Xi-L/ParetoMTL/HEAD/synthetic_example/run_synthetic_example.py --------------------------------------------------------------------------------