├── README.md ├── doc └── L2G-AE.png ├── modelnet_dataset.py ├── modelnet_h5_dataset.py ├── models ├── autoencoder_hierarchical_self_attention.py ├── encoders_decoders.py ├── generators_discriminators.py └── tf_utils.py ├── provider_pu.py ├── structural_losses ├── __init__.py ├── approxmatch.cpp ├── approxmatch.cu ├── makefile ├── makefile_backup ├── tf_approxmatch.cpp ├── tf_approxmatch.py ├── tf_approxmatch_compile.sh ├── tf_approxmatch_g.cu ├── tf_approxmatch_g.cu.o ├── tf_approxmatch_so.so ├── tf_nndistance.cpp ├── tf_nndistance.py ├── tf_nndistance_compile.sh ├── tf_nndistance_g.cu ├── tf_nndistance_g.cu.o └── tf_nndistance_so.so ├── tf_ops ├── 3d_interpolation │ ├── interpolate.cpp │ ├── tf_interpolate.cpp │ ├── tf_interpolate.py │ ├── tf_interpolate_compile.sh │ ├── tf_interpolate_op_test.py │ ├── tf_interpolate_so.so │ └── visu_interpolation.py ├── CD │ ├── __init__.py │ ├── makefile │ ├── render_balls_so.cpp │ ├── render_balls_so.so │ ├── tf_cd_compile.sh │ ├── tf_cd_compile_abi.sh │ ├── tf_nndistance.cpp │ ├── tf_nndistance.py │ ├── tf_nndistance_g.cu │ ├── tf_nndistance_g.cu.o │ └── tf_nndistance_so.so ├── emd │ ├── __init__.py │ ├── backup │ │ ├── tf_auctionmatch_so.so │ │ └── tf_nndistance_so.so │ ├── tf_auctionmatch.cpp │ ├── tf_auctionmatch.py │ ├── tf_auctionmatch_compile.sh │ ├── tf_auctionmatch_compile_abi.sh │ ├── tf_auctionmatch_g.cu │ ├── tf_auctionmatch_g.cu.o │ └── tf_auctionmatch_so.so ├── grouping │ ├── .gitignore │ ├── test │ │ ├── compile.sh │ │ ├── query_ball_point.cpp │ │ ├── query_ball_point.cu │ │ ├── query_ball_point_block.cu │ │ ├── query_ball_point_grid.cu │ │ ├── selection_sort.cpp │ │ ├── selection_sort.cu │ │ └── selection_sort_const.cu │ ├── tf_grouping.cpp │ ├── tf_grouping.py │ ├── tf_grouping_compile.sh │ ├── tf_grouping_g.cu │ ├── tf_grouping_op_test.py │ ├── tf_grouping_so1.so │ ├── tf_grouping_so2.so │ ├── tf_grouping_so3.so │ ├── tf_grouping_so4.so │ └── tf_grouping_so5.so └── sampling │ ├── .gitignore │ 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