├── .gitignore ├── LICENSE ├── README.md ├── arguments.py ├── custom_datasets.py ├── main.py ├── model.py ├── plots ├── imagenet_results │ ├── coreset_imagenet.npy │ ├── dropout_imagenet.npy │ ├── emp_imagenet.npy │ ├── ens_imagenet.npy │ ├── init_imagenet.npy │ ├── oracle_imagenet.npy │ ├── our_imagenet.npy │ └── rand_imagenet.npy └── plots.ipynb ├── requirements.txt ├── sampler.py ├── solver.py ├── utils.py └── vgg.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/README.md -------------------------------------------------------------------------------- /arguments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/arguments.py -------------------------------------------------------------------------------- /custom_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/custom_datasets.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/main.py -------------------------------------------------------------------------------- /model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/model.py -------------------------------------------------------------------------------- /plots/imagenet_results/coreset_imagenet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/imagenet_results/coreset_imagenet.npy -------------------------------------------------------------------------------- /plots/imagenet_results/dropout_imagenet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/imagenet_results/dropout_imagenet.npy -------------------------------------------------------------------------------- /plots/imagenet_results/emp_imagenet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/imagenet_results/emp_imagenet.npy -------------------------------------------------------------------------------- /plots/imagenet_results/ens_imagenet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/imagenet_results/ens_imagenet.npy -------------------------------------------------------------------------------- /plots/imagenet_results/init_imagenet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/imagenet_results/init_imagenet.npy -------------------------------------------------------------------------------- /plots/imagenet_results/oracle_imagenet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/imagenet_results/oracle_imagenet.npy -------------------------------------------------------------------------------- /plots/imagenet_results/our_imagenet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/imagenet_results/our_imagenet.npy -------------------------------------------------------------------------------- /plots/imagenet_results/rand_imagenet.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/imagenet_results/rand_imagenet.npy -------------------------------------------------------------------------------- /plots/plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/plots/plots.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/requirements.txt -------------------------------------------------------------------------------- /sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/sampler.py -------------------------------------------------------------------------------- /solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/solver.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/utils.py -------------------------------------------------------------------------------- /vgg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sinhasam/vaal/HEAD/vgg.py --------------------------------------------------------------------------------