├── AgeDB-DIR ├── CLSS │ ├── AgeDB_DIR │ │ ├── AgeDB │ │ │ ├── 0_MariaCallas_35_f.jpg │ │ │ ├── 1_MariaCallas_40_f.jpg │ │ │ ├── 2_MariaCallas_33_f.jpg │ │ │ └── a.txt │ │ ├── FileList.csv │ │ ├── FileList_ssl_407_0.csv │ │ ├── FileList_ssl_488_0.csv │ │ ├── FileList_ssl_610_0.csv │ │ └── FileList_ssl_814_0.csv │ ├── README.md │ ├── datasets │ │ ├── __init__.py │ │ └── brt.py │ ├── models │ │ ├── OrdinalEntropy.py │ │ ├── __init__.py │ │ ├── resnet50.py │ │ └── ulb_rank_ssl.py │ ├── scripts_clss.sh │ ├── scripts_cps.sh │ ├── utils │ │ └── __init__.py │ ├── vol_reg_oedNP_semi_ulbsep_ranksim_b2.py │ └── vol_reg_oedNP_semi_ulbsep_ranksim_cps_b2.py ├── GCLSS │ ├── AgeDB_DIR │ │ ├── AgeDB │ │ │ ├── 2044_JohnJames_52_m.jpg │ │ │ ├── 2380_AlainDelon_35_m.jpg │ │ │ ├── 31_EsteeLauder_82_f.jpg │ │ │ ├── 33_EsteeLauder_50_f.jpg │ │ │ ├── 3451_LeslieCaron_33_m.jpg │ │ │ └── 981_Einstain_41_m.jpg │ │ ├── FileList.csv │ │ ├── FileList_ssl_407_0.csv │ │ ├── FileList_ssl_488_0.csv │ │ ├── FileList_ssl_610_0.csv │ │ └── FileList_ssl_814_0.csv │ ├── README.md │ ├── datasets │ │ ├── __init__.py │ │ └── brt.py │ ├── gclss.py │ ├── models │ │ ├── OrdinalEntropy.py │ │ ├── __init__.py │ │ ├── compute_delta.py │ │ ├── resnet50.py │ │ ├── ulb_rank_ssl.py │ │ └── ulb_rank_ssl_mixed.py │ ├── train_test.sh │ └── utils │ │ └── __init__.py └── README.md ├── IXI ├── CLSS │ ├── BRAIN │ │ ├── FileList.csv │ │ ├── FileList_ssl_105_0.csv │ │ ├── FileList_ssl_140_0.csv │ │ ├── FileList_ssl_210_0.csv │ │ ├── FileList_ssl_84_0.csv │ │ ├── IXI.xls │ │ ├── ixi_labels_raw.csv │ │ └── preprocess_ours.py │ ├── README.md │ ├── datasets │ │ ├── __init__.py │ │ └── brt.py │ ├── models │ │ ├── OrdinalEntropy.py │ │ ├── OrdinalEntropy_tight.py │ │ ├── __init__.py │ │ ├── resnet50.py │ │ └── ulb_rank_ssl.py │ ├── scripts_clss.sh │ ├── scripts_cps.sh │ ├── scripts_ucvme.sh │ ├── utils │ │ ├── __init__.py │ │ ├── gen_brt_data_csv.py │ │ └── gen_data_csv.py │ ├── vol_reg_oedNP_semi_ulbsep_ranksim_b2.py │ ├── vol_reg_oedNP_semi_ulbsep_ranksim_cps.py │ └── vol_reg_oedNP_semi_ulbsep_ranksim_ucvme.py ├── GCLSS │ ├── BRAIN │ │ ├── FileList.csv │ │ ├── FileList_ssl_105_0.csv │ │ ├── FileList_ssl_140_0.csv │ │ ├── FileList_ssl_210_0.csv │ │ ├── FileList_ssl_84_0.csv │ │ ├── IXI.xls │ │ ├── ixi_labels_raw.csv │ │ └── preprocess_ours.py │ ├── README.md │ ├── datasets │ │ ├── __init__.py │ │ └── brt.py │ ├── gclss.py │ ├── models │ │ ├── OrdinalEntropy.py │ │ ├── OrdinalEntropy_tight.py │ │ ├── __init__.py │ │ ├── resnet50.py │ │ ├── ulb_rank_ssl.py │ │ └── ulb_rank_ssl_mixed.py │ ├── scripts_cepppp.sh │ └── utils │ │ ├── __init__.py │ │ ├── gen_brt_data_csv.py │ │ └── gen_data_csv.py └── README.md ├── README.md ├── UTKFace ├── GCLSS │ ├── DATA_DIR │ │ ├── FileList_ssl_1000_0.csv │ │ ├── FileList_ssl_333_0.csv │ │ └── FileList_ssl_500_0.csv │ ├── README.md │ ├── datasets │ │ ├── __init__.py │ │ └── utk_dta.py │ ├── gclss.py │ ├── models │ │ ├── OrdinalEntropy.py │ │ ├── __init__.py │ │ ├── resnet50.py │ │ ├── ulb_rank_ssl.py │ │ └── ulb_rank_ssl_mixed.py │ ├── train_test.sh │ └── utils │ │ └── __init__.py └── README.md ├── docs ├── AgeDB-DIR.png ├── BVCC.png ├── GCLSS.png ├── IXI.png ├── README.txt ├── UTKFace.png ├── neurips-semireg-23.png └── synthetic.png ├── requirements.txt └── synthetic ├── OrdinalEntropy.py ├── README.md ├── main.py ├── main_semi_cps.py ├── main_semi_psrank_ftrank.py ├── main_semi_ucvme.py ├── models.py └── scripts.sh /AgeDB-DIR/CLSS/AgeDB_DIR/AgeDB/0_MariaCallas_35_f.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xmed-lab/CLSS/HEAD/AgeDB-DIR/CLSS/AgeDB_DIR/AgeDB/0_MariaCallas_35_f.jpg -------------------------------------------------------------------------------- /AgeDB-DIR/CLSS/AgeDB_DIR/AgeDB/1_MariaCallas_40_f.jpg: -------------------------------------------------------------------------------- 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https://raw.githubusercontent.com/xmed-lab/CLSS/HEAD/UTKFace/GCLSS/models/ulb_rank_ssl_mixed.py -------------------------------------------------------------------------------- /UTKFace/GCLSS/train_test.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xmed-lab/CLSS/HEAD/UTKFace/GCLSS/train_test.sh -------------------------------------------------------------------------------- /UTKFace/GCLSS/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xmed-lab/CLSS/HEAD/UTKFace/GCLSS/utils/__init__.py -------------------------------------------------------------------------------- /UTKFace/README.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /docs/AgeDB-DIR.png: 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