├── LICENSE ├── README.md ├── conf ├── config.yaml ├── data │ ├── clevr6.yaml │ ├── dsprites.yaml │ ├── fashion_mnist.yaml │ └── multi_dsprites.yaml └── model │ ├── conv_ae.yaml │ ├── conv_vae.yaml │ ├── eqv_ae.yaml │ ├── eqv_monet.yaml │ ├── eqv_vae.yaml │ ├── gconv_ae.yaml │ ├── gconv_vae.yaml │ └── monet.yaml ├── elm ├── __init__.py ├── data_loader │ ├── __init__.py │ ├── base.py │ ├── clevr.py │ ├── dsprites.py │ ├── fashion_mnist.py │ └── multi_dsprites.py ├── model │ ├── __init__.py │ ├── base.py │ ├── conv_ae.py │ ├── conv_vae.py │ ├── eqv_ae.py │ ├── eqv_monet.py │ ├── eqv_vae.py │ ├── gconv_ae.py │ ├── gconv_vae.py │ └── monet.py ├── nn │ ├── __init__.py │ ├── conv_nn.py │ ├── eqv_conv_nn.py │ ├── eqv_gconv_nn.py │ ├── gated.py │ ├── gaussian_blur.py │ ├── gconv_nn.py │ ├── mlp.py │ ├── subsampling.py │ └── upsampling.py └── utils │ ├── __init__.py │ ├── group.py │ ├── misc.py │ └── visualize.py ├── environment.yml ├── gae.gif ├── genesis ├── LICENSE ├── __init__.py ├── datasets │ └── multi_object_config.py ├── forge │ ├── forge │ │ ├── __init__.py │ │ ├── data.py │ │ ├── debug.py │ │ ├── eval_tools.py │ │ ├── experiment_tools.py │ │ └── flags.py │ └── setup.py ├── models │ ├── __init__.py │ ├── genesis_config.py │ ├── monet_config.py │ └── vae_config.py ├── modules │ ├── __init__.py │ ├── blocks.py │ ├── component_vae.py │ ├── decoders.py │ ├── encoders.py │ ├── seq_att.py │ └── unet.py └── utils │ ├── __init__.py │ ├── geco.py │ ├── misc.py │ └── plotting.py ├── main.py ├── manager.py ├── multi_object_datasets ├── LICENSE ├── clevr_with_masks.py ├── load.py ├── multi_dsprites.py ├── objects_room.py ├── segmentation_metrics.py ├── setup.py └── tetrominoes.py ├── outputs └── log └── subsampling.gif /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinxu06/gsubsampling/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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