├── .github ├── ISSUE_TEMPLATE │ ├── BUG_REPORT.md │ └── FEATURE_REQUEST.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── blank.yml │ ├── issue.yml │ └── stale.yml ├── .gitignore ├── CHANGE_LOG.md ├── CODE_OF_CONDUCT.md ├── Dockerfile ├── LICENSE.txt ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── config ├── classic_cv │ ├── adamatch │ │ ├── adamatch_cifar100_10000_0.yaml │ │ ├── adamatch_cifar100_2500_0.yaml │ │ ├── adamatch_cifar100_400_0.yaml │ │ ├── adamatch_cifar10_250_0.yaml │ │ ├── adamatch_cifar10_4000_0.yaml │ │ ├── adamatch_cifar10_40_0.yaml │ │ ├── adamatch_stl10_1000_0.yaml │ │ ├── adamatch_stl10_250_0.yaml │ │ ├── adamatch_stl10_40_0.yaml │ │ ├── adamatch_svhn_1000_0.yaml │ │ ├── adamatch_svhn_250_0.yaml │ │ └── adamatch_svhn_40_0.yaml │ ├── comatch │ │ ├── comatch_cifar100_10000_0.yaml │ │ ├── comatch_cifar100_2500_0.yaml │ │ ├── comatch_cifar100_400_0.yaml │ │ ├── comatch_cifar10_250_0.yaml │ │ ├── comatch_cifar10_4000_0.yaml │ │ ├── comatch_cifar10_40_0.yaml │ │ ├── comatch_imagenet_100k_0.yaml │ │ ├── comatch_stl10_1000_0.yaml │ │ ├── comatch_stl10_250_0.yaml │ │ ├── comatch_stl10_40_0.yaml │ │ ├── comatch_svhn_1000_0.yaml │ │ ├── comatch_svhn_250_0.yaml │ │ └── comatch_svhn_40_0.yaml │ ├── crmatch │ │ ├── crmatch_cifar100_10000_0.yaml │ │ ├── crmatch_cifar100_2500_0.yaml │ │ ├── crmatch_cifar100_400_0.yaml │ │ ├── crmatch_cifar10_250_0.yaml │ │ ├── crmatch_cifar10_4000_0.yaml │ │ ├── crmatch_cifar10_40_0.yaml │ │ ├── crmatch_stl10_1000_0.yaml │ │ ├── crmatch_stl10_250_0.yaml │ │ ├── crmatch_stl10_40_0.yaml │ │ ├── crmatch_svhn_1000_0.yaml │ │ ├── crmatch_svhn_250_0.yaml │ │ └── crmatch_svhn_40_0.yaml │ ├── dash │ │ ├── dash_cifar100_10000_0.yaml │ │ ├── dash_cifar100_2500_0.yaml │ │ ├── dash_cifar100_400_0.yaml │ │ ├── dash_cifar10_250_0.yaml │ │ ├── dash_cifar10_4000_0.yaml │ │ ├── dash_cifar10_40_0.yaml │ │ ├── dash_stl10_1000_0.yaml │ │ ├── dash_stl10_250_0.yaml │ │ ├── dash_stl10_40_0.yaml │ │ ├── dash_svhn_1000_0.yaml │ │ ├── dash_svhn_250_0.yaml │ │ └── dash_svhn_40_0.yaml │ ├── defixmatch │ │ ├── defixmatch_cifar100_10000_0.yaml │ │ ├── defixmatch_cifar100_2500_0.yaml │ │ ├── defixmatch_cifar100_400_0.yaml │ │ ├── defixmatch_cifar10_250_0.yaml │ │ ├── defixmatch_cifar10_4000_0.yaml │ │ ├── defixmatch_cifar10_40_0.yaml │ │ ├── defixmatch_stl10_1000_0.yaml │ │ ├── defixmatch_stl10_250_0.yaml │ │ ├── defixmatch_stl10_40_0.yaml │ │ ├── defixmatch_svhn_1000_0.yaml │ │ ├── defixmatch_svhn_250_0.yaml │ │ └── defixmatch_svhn_40_0.yaml │ ├── fixmatch │ │ ├── fixmatch_cifar100_10000_0.yaml │ │ ├── fixmatch_cifar100_2500_0.yaml │ │ ├── fixmatch_cifar100_400_0.yaml │ │ ├── fixmatch_cifar10_250_0.yaml │ │ ├── fixmatch_cifar10_4000_0.yaml │ │ ├── fixmatch_cifar10_40_0.yaml │ │ ├── fixmatch_stl10_1000_0.yaml │ │ ├── fixmatch_stl10_250_0.yaml │ │ ├── fixmatch_stl10_40_0.yaml │ │ ├── fixmatch_svhn_1000_0.yaml │ │ ├── fixmatch_svhn_250_0.yaml │ │ └── fixmatch_svhn_40_0.yaml │ ├── flexmatch │ │ ├── flexmatch_cifar100_10000_0.yaml │ │ ├── flexmatch_cifar100_2500_0.yaml │ │ ├── flexmatch_cifar100_400_0.yaml │ │ ├── flexmatch_cifar10_250_0.yaml │ │ ├── flexmatch_cifar10_4000_0.yaml │ │ ├── flexmatch_cifar10_40_0.yaml │ │ ├── flexmatch_stl10_1000_0.yaml │ │ ├── flexmatch_stl10_250_0.yaml │ │ ├── flexmatch_stl10_40_0.yaml │ │ ├── flexmatch_svhn_1000_0.yaml │ │ ├── flexmatch_svhn_250_0.yaml │ │ └── flexmatch_svhn_40_0.yaml │ ├── freematch │ │ ├── freematch_cifar100_10000_0.yaml │ │ ├── freematch_cifar100_2500_0.yaml │ │ ├── freematch_cifar100_400_0.yaml │ │ ├── freematch_cifar10_250_0.yaml │ │ ├── freematch_cifar10_4000_0.yaml │ │ ├── freematch_cifar10_40_0.yaml │ │ ├── freematch_stl10_1000_0.yaml │ │ ├── freematch_stl10_250_0.yaml │ │ ├── freematch_stl10_40_0.yaml │ │ ├── freematch_svhn_1000_0.yaml │ │ ├── freematch_svhn_250_0.yaml │ │ └── freematch_svhn_40_0.yaml │ ├── fullysupervised │ │ ├── fullysupervised_cifar100_10000_0.yaml │ │ ├── fullysupervised_cifar100_2500_0.yaml │ │ ├── fullysupervised_cifar100_400_0.yaml │ │ ├── fullysupervised_cifar10_250_0.yaml │ │ ├── fullysupervised_cifar10_4000_0.yaml │ │ ├── fullysupervised_cifar10_40_0.yaml │ │ ├── fullysupervised_stl10_1000_0.yaml │ │ ├── fullysupervised_stl10_250_0.yaml │ │ ├── fullysupervised_stl10_40_0.yaml │ │ ├── fullysupervised_svhn_1000_0.yaml │ │ ├── fullysupervised_svhn_250_0.yaml │ │ └── fullysupervised_svhn_40_0.yaml │ ├── meanteacher │ │ ├── meanteacher_cifar100_10000_0.yaml │ │ ├── meanteacher_cifar100_2500_0.yaml │ │ ├── meanteacher_cifar100_400_0.yaml │ │ ├── meanteacher_cifar10_250_0.yaml │ │ ├── meanteacher_cifar10_4000_0.yaml │ │ ├── meanteacher_cifar10_40_0.yaml │ │ ├── meanteacher_stl10_1000_0.yaml │ │ ├── meanteacher_stl10_250_0.yaml │ │ ├── meanteacher_stl10_40_0.yaml │ │ ├── meanteacher_svhn_1000_0.yaml │ │ ├── meanteacher_svhn_250_0.yaml │ │ └── meanteacher_svhn_40_0.yaml │ ├── mixmatch │ │ ├── mixmatch_cifar100_10000_0.yaml │ │ ├── mixmatch_cifar100_2500_0.yaml │ │ ├── mixmatch_cifar100_400_0.yaml │ │ ├── mixmatch_cifar10_250_0.yaml │ │ ├── mixmatch_cifar10_4000_0.yaml │ │ ├── mixmatch_cifar10_40_0.yaml │ │ ├── mixmatch_stl10_1000_0.yaml │ │ ├── mixmatch_stl10_250_0.yaml │ │ ├── mixmatch_stl10_40_0.yaml │ │ ├── mixmatch_svhn_1000_0.yaml │ │ ├── mixmatch_svhn_250_0.yaml │ │ └── mixmatch_svhn_40_0.yaml │ ├── pimodel │ │ ├── pimodel_cifar100_10000_0.yaml │ │ ├── pimodel_cifar100_2500_0.yaml │ │ ├── pimodel_cifar100_400_0.yaml │ │ ├── pimodel_cifar10_250_0.yaml │ │ ├── pimodel_cifar10_4000_0.yaml │ │ ├── pimodel_cifar10_40_0.yaml │ │ ├── pimodel_stl10_1000_0.yaml │ │ ├── pimodel_stl10_250_0.yaml │ │ ├── pimodel_stl10_40_0.yaml │ │ ├── pimodel_svhn_1000_0.yaml │ │ ├── pimodel_svhn_250_0.yaml │ │ └── pimodel_svhn_40_0.yaml │ ├── pseudolabel │ │ ├── pseudolabel_cifar100_10000_0.yaml │ │ ├── pseudolabel_cifar100_2500_0.yaml │ │ ├── pseudolabel_cifar100_400_0.yaml │ │ ├── pseudolabel_cifar10_250_0.yaml │ │ ├── pseudolabel_cifar10_4000_0.yaml │ │ ├── pseudolabel_cifar10_40_0.yaml │ │ ├── pseudolabel_stl10_1000_0.yaml │ │ ├── pseudolabel_stl10_250_0.yaml │ │ ├── pseudolabel_stl10_40_0.yaml │ │ ├── pseudolabel_svhn_1000_0.yaml │ │ ├── pseudolabel_svhn_250_0.yaml │ │ └── pseudolabel_svhn_40_0.yaml │ ├── refixmatch │ │ ├── refixmatch_cifar100_10000_0.yaml │ │ ├── refixmatch_cifar100_2500_0.yaml │ │ ├── refixmatch_cifar100_400_0.yaml │ │ ├── refixmatch_cifar10_250_0.yaml │ │ ├── refixmatch_cifar10_4000_0.yaml │ │ ├── refixmatch_cifar10_40_0.yaml │ │ ├── refixmatch_stl10_1000_0.yaml │ │ ├── refixmatch_stl10_250_0.yaml │ │ ├── refixmatch_stl10_40_0.yaml │ │ ├── refixmatch_svhn_1000_0.yaml │ │ ├── refixmatch_svhn_250_0.yaml │ │ └── refixmatch_svhn_40_0.yaml │ ├── remixmatch │ │ ├── remixmatch_cifar100_10000_0.yaml │ │ ├── remixmatch_cifar100_2500_0.yaml │ │ ├── remixmatch_cifar100_400_0.yaml │ │ ├── remixmatch_cifar10_250_0.yaml │ │ ├── remixmatch_cifar10_4000_0.yaml │ │ ├── remixmatch_cifar10_40_0.yaml │ │ ├── remixmatch_stl10_1000_0.yaml │ │ ├── remixmatch_stl10_250_0.yaml │ │ ├── remixmatch_stl10_40_0.yaml │ │ ├── remixmatch_svhn_1000_0.yaml │ │ ├── remixmatch_svhn_250_0.yaml │ │ └── remixmatch_svhn_40_0.yaml │ ├── sequencematch │ │ ├── sequencematch_cifar100_10000_0.yaml │ │ ├── sequencematch_cifar100_2500_0.yaml │ │ ├── sequencematch_cifar100_400_0.yaml │ │ ├── sequencematch_cifar10_250_0.yaml │ │ ├── sequencematch_cifar10_4000_0.yaml │ │ ├── sequencematch_cifar10_40_0.yaml │ │ ├── sequencematch_stl10_1000_0.yaml │ │ ├── sequencematch_stl10_250_0.yaml │ │ ├── sequencematch_stl10_40_0.yaml │ │ ├── sequencematch_svhn_1000_0.yaml │ │ ├── sequencematch_svhn_250_0.yaml │ │ └── sequencematch_svhn_40_0.yaml │ ├── simmatch │ │ ├── simmatch_cifar100_10000_0.yaml │ │ ├── simmatch_cifar100_2500_0.yaml │ │ ├── simmatch_cifar100_400_0.yaml │ │ ├── simmatch_cifar10_250_0.yaml │ │ ├── simmatch_cifar10_4000_0.yaml │ │ ├── simmatch_cifar10_40_0.yaml │ │ ├── simmatch_imagenet_100k_0.yaml │ │ ├── simmatch_stl10_1000_0.yaml │ │ ├── simmatch_stl10_250_0.yaml │ │ ├── simmatch_stl10_40_0.yaml │ │ ├── simmatch_svhn_1000_0.yaml │ │ ├── simmatch_svhn_250_0.yaml │ │ └── simmatch_svhn_40_0.yaml │ ├── softmatch │ │ ├── softmatch_cifar100_10000_0.yaml │ │ ├── softmatch_cifar100_2500_0.yaml │ │ ├── softmatch_cifar100_400_0.yaml │ │ ├── softmatch_cifar10_250_0.yaml │ │ ├── softmatch_cifar10_4000_0.yaml │ │ ├── softmatch_cifar10_40_0.yaml │ │ ├── softmatch_stl10_1000_0.yaml │ │ ├── softmatch_stl10_250_0.yaml │ │ ├── softmatch_stl10_40_0.yaml │ │ ├── softmatch_svhn_1000_0.yaml │ │ ├── softmatch_svhn_250_0.yaml │ │ └── softmatch_svhn_40_0.yaml │ ├── supervised │ │ ├── supervised_cifar100_10000_0.yaml │ │ ├── supervised_cifar100_2500_0.yaml │ │ ├── supervised_cifar100_400_0.yaml │ │ ├── supervised_cifar10_250_0.yaml │ │ ├── supervised_cifar10_4000_0.yaml │ │ ├── supervised_cifar10_40_0.yaml │ │ ├── supervised_stl10_1000_0.yaml │ │ ├── supervised_stl10_250_0.yaml │ │ ├── supervised_stl10_40_0.yaml │ │ ├── supervised_svhn_1000_0.yaml │ │ ├── supervised_svhn_250_0.yaml │ │ └── supervised_svhn_40_0.yaml │ ├── uda │ │ ├── uda_cifar100_10000_0.yaml │ │ ├── uda_cifar100_2500_0.yaml │ │ ├── uda_cifar100_400_0.yaml │ │ ├── uda_cifar10_250_0.yaml │ │ ├── uda_cifar10_4000_0.yaml │ │ ├── uda_cifar10_40_0.yaml │ │ ├── uda_stl10_1000_0.yaml │ │ ├── uda_stl10_250_0.yaml │ │ ├── uda_stl10_40_0.yaml │ │ ├── uda_svhn_1000_0.yaml │ │ ├── uda_svhn_250_0.yaml │ │ └── uda_svhn_40_0.yaml │ └── vat │ │ ├── vat_cifar100_10000_0.yaml │ │ ├── vat_cifar100_2500_0.yaml │ │ ├── vat_cifar100_400_0.yaml │ │ ├── vat_cifar10_250_0.yaml │ │ ├── vat_cifar10_4000_0.yaml │ │ ├── vat_cifar10_40_0.yaml │ │ ├── vat_stl10_1000_0.yaml │ │ ├── vat_stl10_250_0.yaml │ │ ├── vat_stl10_40_0.yaml │ │ ├── vat_svhn_1000_0.yaml │ │ ├── vat_svhn_250_0.yaml │ │ └── vat_svhn_40_0.yaml ├── classic_cv_imb │ ├── fixmatch_abc │ │ ├── fixmatch_abc_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_abc_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_abc_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_abc_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_abc_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_abc_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_abc_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_abc_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_abc_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_abc_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_abc_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_abc_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_abc_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_adsh │ │ ├── fixmatch_adsh_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_adsh_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_adsh_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_adsh_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_adsh_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_adsh_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_adsh_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_adsh_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_adsh_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_adsh_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_adsh_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_adsh_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_adsh_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_cossl │ │ ├── fixmatch_cossl_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_cossl_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_cossl_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_cossl_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_cossl_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_cossl_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_cossl_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_cossl_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_cossl_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_cossl_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_cossl_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_cossl_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_cossl_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_crest+ │ │ ├── fixmatch_crest+_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_crest+_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_crest+_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_crest+_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_crest+_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_crest+_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_crest+_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_crest+_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_crest+_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_crest+_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_crest+_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_crest+_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_crest+_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_crest │ │ ├── fixmatch_crest_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_crest_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_crest_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_crest_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_crest_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_crest_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_crest_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_crest_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_crest_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_crest_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_crest_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_crest_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_crest_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_darp │ │ ├── fixmatch_darp_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_darp_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_darp_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_darp_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_darp_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_darp_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_darp_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_darp_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_darp_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_darp_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_darp_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_darp_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_darp_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_daso │ │ ├── fixmatch_daso_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_daso_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_daso_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_daso_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_daso_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_daso_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_daso_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_daso_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_daso_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_daso_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_daso_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_daso_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_daso_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_debiaspl │ │ ├── fixmatch_debiaspl_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_debiaspl_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_debiaspl_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_debiaspl_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_debiaspl_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_debiaspl_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_debiaspl_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_debiaspl_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_debiaspl_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_debiaspl_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_debiaspl_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_debiaspl_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_saw │ │ ├── fixmatch_saw_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_saw_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_saw_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_saw_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_saw_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_saw_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_saw_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_saw_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_saw_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_saw_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_saw_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_saw_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_saw_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── fixmatch_simis │ │ ├── fixmatch_simis_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── fixmatch_simis_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── fixmatch_simis_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── fixmatch_simis_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── fixmatch_simis_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── fixmatch_simis_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── fixmatch_simis_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── fixmatch_simis_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── fixmatch_simis_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── fixmatch_simis_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── fixmatch_simis_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── fixmatch_simis_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── fixmatch_simis_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_abc │ │ ├── remixmatch_abc_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_abc_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_abc_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_abc_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_abc_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_abc_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_abc_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_abc_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_abc_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_abc_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_abc_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── remixmatch_abc_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_abc_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_cossl │ │ ├── remixmatch_cossl_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_cossl_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_cossl_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_cossl_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_cossl_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_cossl_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_cossl_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_cossl_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_cossl_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_cossl_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_cossl_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── remixmatch_cossl_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_cossl_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_crest+ │ │ ├── remixmatch_crest+_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_crest+_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_crest+_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_crest+_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_crest+_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_crest+_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_crest+_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_crest+_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_crest+_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_crest+_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_crest+_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── remixmatch_crest+_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_crest+_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_crest │ │ ├── remixmatch_crest_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_crest_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_crest_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_crest_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_crest_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_crest_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_crest_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_crest_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_crest_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_crest_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_crest_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── remixmatch_crest_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_crest_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_darp │ │ ├── remixmatch_darp_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_darp_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_darp_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_darp_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_darp_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_darp_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_darp_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_darp_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_darp_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_darp_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_darp_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── remixmatch_darp_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_darp_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_daso │ │ ├── remixmatch_daso_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_daso_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_daso_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_daso_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_daso_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_daso_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_daso_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_daso_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_daso_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_daso_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_daso_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── remixmatch_daso_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_daso_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_debiaspl │ │ ├── remixmatch_debiaspl_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_debiaspl_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_debiaspl_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_debiaspl_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_debiaspl_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_debiaspl_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_debiaspl_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_debiaspl_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_debiaspl_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_debiaspl_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_debiaspl_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_debiaspl_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_saw │ │ ├── remixmatch_saw_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_saw_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_saw_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_saw_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_saw_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_saw_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_saw_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_saw_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_saw_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_saw_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_saw_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── remixmatch_saw_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_saw_stl10_lb150_20_ulbNone_1.0_0.yaml │ ├── remixmatch_simis │ │ ├── remixmatch_simis_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── remixmatch_simis_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── remixmatch_simis_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── remixmatch_simis_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── remixmatch_simis_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── remixmatch_simis_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── remixmatch_simis_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── remixmatch_simis_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── remixmatch_simis_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── remixmatch_simis_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── remixmatch_simis_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── remixmatch_simis_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── remixmatch_simis_stl10_lb150_20_ulbNone_1.0_0.yaml │ └── supervised │ │ ├── supervised_cifar100_lb150_10_ulb300_-10_0.yaml │ │ ├── supervised_cifar100_lb150_10_ulb300_10_0.yaml │ │ ├── supervised_cifar100_lb150_15_ulb300_15_0.yaml │ │ ├── supervised_cifar10_lb1500_100_ulb3000_-100_0.yaml │ │ ├── supervised_cifar10_lb1500_100_ulb3000_100_0.yaml │ │ ├── supervised_cifar10_lb1500_150_ulb3000_150_0.yaml │ │ ├── supervised_cifar10_lb500_100_ulb4000_-100_0.yaml │ │ ├── supervised_cifar10_lb500_100_ulb4000_100_0.yaml │ │ ├── supervised_cifar10_lb500_150_ulb4000_150_0.yaml │ │ ├── supervised_imagenet127_lb128101_286_ulbNone_286_0.yaml │ │ ├── supervised_imagenet127_lb12810_286_ulbNone_286_0.yaml │ │ ├── supervised_stl10_lb150_10_ulbNone_1.0_0.yaml │ │ └── supervised_stl10_lb150_20_ulbNone_1.0_0.yaml ├── usb_audio │ ├── adamatch │ │ ├── adamatch_esc50_250_0.yaml │ │ ├── adamatch_esc50_500_0.yaml │ │ ├── adamatch_fsdnoisy_1773_0.yaml │ │ ├── adamatch_gtzan_100_0.yaml │ │ ├── adamatch_gtzan_400_0.yaml │ │ ├── adamatch_superbks_100_0.yaml │ │ ├── adamatch_superbks_50_0.yaml │ │ ├── adamatch_urbansound8k_100_0.yaml │ │ └── adamatch_urbansound8k_400_0.yaml │ ├── comatch │ │ ├── comatch_esc50_250_0.yaml │ │ ├── comatch_esc50_500_0.yaml │ │ ├── comatch_fsdnoisy_1773_0.yaml │ │ ├── comatch_gtzan_100_0.yaml │ │ ├── comatch_gtzan_400_0.yaml │ │ ├── comatch_superbks_100_0.yaml │ │ ├── comatch_superbks_50_0.yaml │ │ ├── comatch_urbansound8k_100_0.yaml │ │ └── comatch_urbansound8k_400_0.yaml │ ├── crmatch │ │ ├── crmatch_esc50_250_0.yaml │ │ ├── crmatch_esc50_500_0.yaml │ │ ├── crmatch_fsdnoisy_1773_0.yaml │ │ ├── crmatch_gtzan_100_0.yaml │ │ ├── crmatch_gtzan_400_0.yaml │ │ ├── crmatch_superbks_100_0.yaml │ │ ├── crmatch_superbks_50_0.yaml │ │ ├── crmatch_urbansound8k_100_0.yaml │ │ └── crmatch_urbansound8k_400_0.yaml │ ├── dash │ │ ├── dash_esc50_250_0.yaml │ │ ├── dash_esc50_500_0.yaml │ │ ├── dash_fsdnoisy_1773_0.yaml │ │ ├── dash_gtzan_100_0.yaml │ │ ├── dash_gtzan_400_0.yaml │ │ ├── dash_superbks_100_0.yaml │ │ ├── dash_superbks_50_0.yaml │ │ ├── dash_urbansound8k_100_0.yaml │ │ └── dash_urbansound8k_400_0.yaml │ ├── defixmatch │ │ ├── defixmatch_esc50_250_0.yaml │ │ ├── defixmatch_esc50_500_0.yaml │ │ ├── defixmatch_fsdnoisy_1773_0.yaml │ │ ├── defixmatch_gtzan_100_0.yaml │ │ ├── defixmatch_gtzan_400_0.yaml │ │ ├── defixmatch_superbks_100_0.yaml │ │ ├── defixmatch_superbks_50_0.yaml │ │ ├── defixmatch_urbansound8k_100_0.yaml │ │ └── defixmatch_urbansound8k_400_0.yaml │ ├── fixmatch │ │ ├── fixmatch_esc50_250_0.yaml │ │ ├── fixmatch_esc50_500_0.yaml │ │ ├── fixmatch_fsdnoisy_1773_0.yaml │ │ ├── fixmatch_gtzan_100_0.yaml │ │ ├── fixmatch_gtzan_400_0.yaml │ │ ├── fixmatch_superbks_100_0.yaml │ │ ├── fixmatch_superbks_50_0.yaml │ │ ├── fixmatch_urbansound8k_100_0.yaml │ │ └── fixmatch_urbansound8k_400_0.yaml │ ├── flexmatch │ │ ├── flexmatch_esc50_250_0.yaml │ │ ├── flexmatch_esc50_500_0.yaml │ │ ├── flexmatch_fsdnoisy_1773_0.yaml │ │ ├── flexmatch_gtzan_100_0.yaml │ │ ├── flexmatch_gtzan_400_0.yaml │ │ ├── flexmatch_superbks_100_0.yaml │ │ ├── flexmatch_superbks_50_0.yaml │ │ ├── flexmatch_urbansound8k_100_0.yaml │ │ └── flexmatch_urbansound8k_400_0.yaml │ ├── freematch │ │ ├── freematch_esc50_250_0.yaml │ │ ├── freematch_esc50_500_0.yaml │ │ ├── freematch_fsdnoisy_1773_0.yaml │ │ ├── freematch_gtzan_100_0.yaml │ │ ├── freematch_gtzan_400_0.yaml │ │ ├── freematch_superbks_100_0.yaml │ │ ├── freematch_superbks_50_0.yaml │ │ ├── freematch_urbansound8k_100_0.yaml │ │ └── freematch_urbansound8k_400_0.yaml │ ├── fullysupervised │ │ ├── fullysupervised_esc50_250_0.yaml │ │ ├── fullysupervised_esc50_500_0.yaml │ │ ├── fullysupervised_fsdnoisy_1773_0.yaml │ │ ├── fullysupervised_gtzan_100_0.yaml │ │ ├── fullysupervised_gtzan_400_0.yaml │ │ ├── fullysupervised_superbks_100_0.yaml │ │ ├── fullysupervised_superbks_50_0.yaml │ │ ├── fullysupervised_urbansound8k_100_0.yaml │ │ └── fullysupervised_urbansound8k_400_0.yaml │ ├── meanteacher │ │ ├── meanteacher_esc50_250_0.yaml │ │ ├── meanteacher_esc50_500_0.yaml │ │ ├── meanteacher_fsdnoisy_1773_0.yaml │ │ ├── meanteacher_gtzan_100_0.yaml │ │ ├── meanteacher_gtzan_400_0.yaml │ │ ├── meanteacher_superbks_100_0.yaml │ │ ├── meanteacher_superbks_50_0.yaml │ │ ├── meanteacher_urbansound8k_100_0.yaml │ │ └── meanteacher_urbansound8k_400_0.yaml │ ├── mixmatch │ │ ├── mixmatch_esc50_250_0.yaml │ │ ├── mixmatch_esc50_500_0.yaml │ │ ├── mixmatch_fsdnoisy_1773_0.yaml │ │ ├── mixmatch_gtzan_100_0.yaml │ │ ├── mixmatch_gtzan_400_0.yaml │ │ ├── mixmatch_superbks_100_0.yaml │ │ ├── mixmatch_superbks_50_0.yaml │ │ ├── mixmatch_urbansound8k_100_0.yaml │ │ └── mixmatch_urbansound8k_400_0.yaml │ ├── pimodel │ │ ├── pimodel_esc50_250_0.yaml │ │ ├── pimodel_esc50_500_0.yaml │ │ ├── pimodel_fsdnoisy_1773_0.yaml │ │ ├── pimodel_gtzan_100_0.yaml │ │ ├── pimodel_gtzan_400_0.yaml │ │ ├── pimodel_superbks_100_0.yaml │ │ ├── pimodel_superbks_50_0.yaml │ │ ├── pimodel_urbansound8k_100_0.yaml │ │ └── pimodel_urbansound8k_400_0.yaml │ ├── pseudolabel │ │ ├── pseudolabel_esc50_250_0.yaml │ │ ├── pseudolabel_esc50_500_0.yaml │ │ ├── pseudolabel_fsdnoisy_1773_0.yaml │ │ ├── pseudolabel_gtzan_100_0.yaml │ │ ├── pseudolabel_gtzan_400_0.yaml │ │ ├── pseudolabel_superbks_100_0.yaml │ │ ├── pseudolabel_superbks_50_0.yaml │ │ ├── pseudolabel_urbansound8k_100_0.yaml │ │ └── pseudolabel_urbansound8k_400_0.yaml │ ├── remixmatch │ │ ├── remixmatch_esc50_250_0.yaml │ │ ├── remixmatch_esc50_500_0.yaml │ │ ├── remixmatch_fsdnoisy_1773_0.yaml │ │ ├── remixmatch_gtzan_100_0.yaml │ │ ├── remixmatch_gtzan_400_0.yaml │ │ ├── remixmatch_superbks_100_0.yaml │ │ ├── remixmatch_superbks_50_0.yaml │ │ ├── remixmatch_urbansound8k_100_0.yaml │ │ └── remixmatch_urbansound8k_400_0.yaml │ ├── simmatch │ │ ├── simmatch_esc50_250_0.yaml │ │ ├── simmatch_esc50_500_0.yaml │ │ ├── simmatch_fsdnoisy_1773_0.yaml │ │ ├── simmatch_gtzan_100_0.yaml │ │ ├── simmatch_gtzan_400_0.yaml │ │ ├── simmatch_superbks_100_0.yaml │ │ ├── simmatch_superbks_50_0.yaml │ │ ├── simmatch_urbansound8k_100_0.yaml │ │ └── simmatch_urbansound8k_400_0.yaml │ ├── softmatch │ │ ├── softmatch_esc50_250_0.yaml │ │ ├── softmatch_esc50_500_0.yaml │ │ ├── softmatch_fsdnoisy_1773_0.yaml │ │ ├── softmatch_gtzan_100_0.yaml │ │ ├── softmatch_gtzan_400_0.yaml │ │ ├── softmatch_superbks_100_0.yaml │ │ ├── softmatch_superbks_50_0.yaml │ │ ├── softmatch_urbansound8k_100_0.yaml │ │ └── softmatch_urbansound8k_400_0.yaml │ ├── supervised │ │ ├── supervised_esc50_250_0.yaml │ │ ├── supervised_esc50_500_0.yaml │ │ ├── supervised_fsdnoisy_1773_0.yaml │ │ ├── supervised_gtzan_100_0.yaml │ │ ├── supervised_gtzan_400_0.yaml │ │ ├── supervised_superbks_100_0.yaml │ │ ├── supervised_superbks_50_0.yaml │ │ ├── supervised_urbansound8k_100_0.yaml │ │ └── supervised_urbansound8k_400_0.yaml │ ├── uda │ │ ├── uda_esc50_250_0.yaml │ │ ├── uda_esc50_500_0.yaml │ │ ├── uda_fsdnoisy_1773_0.yaml │ │ ├── uda_gtzan_100_0.yaml │ │ ├── uda_gtzan_400_0.yaml │ │ ├── uda_superbks_100_0.yaml │ │ ├── uda_superbks_50_0.yaml │ │ ├── uda_urbansound8k_100_0.yaml │ │ └── uda_urbansound8k_400_0.yaml │ └── vat │ │ ├── vat_esc50_250_0.yaml │ │ ├── vat_esc50_500_0.yaml │ │ ├── vat_fsdnoisy_1773_0.yaml │ │ ├── vat_gtzan_100_0.yaml │ │ ├── vat_gtzan_400_0.yaml │ │ ├── vat_superbks_100_0.yaml │ │ ├── vat_superbks_50_0.yaml │ │ ├── vat_urbansound8k_100_0.yaml │ │ └── vat_urbansound8k_400_0.yaml ├── usb_cv │ ├── adamatch │ │ ├── adamatch_cifar100_200_0.yaml │ │ ├── adamatch_cifar100_400_0.yaml │ │ ├── adamatch_eurosat_20_0.yaml │ │ ├── adamatch_eurosat_40_0.yaml │ │ ├── adamatch_semi_aves_3959_0.yaml │ │ ├── adamatch_stl10_100_0.yaml │ │ ├── adamatch_stl10_40_0.yaml │ │ ├── adamatch_tissuemnist_400_0.yaml │ │ └── adamatch_tissuemnist_80_0.yaml │ ├── comatch │ │ ├── comatch_cifar100_200_0.yaml │ │ ├── comatch_cifar100_400_0.yaml │ │ ├── comatch_eurosat_20_0.yaml │ │ ├── comatch_eurosat_40_0.yaml │ │ ├── comatch_semi_aves_3959_0.yaml │ │ ├── comatch_semi_inat2021_9721_0.yaml │ │ ├── comatch_stl10_100_0.yaml │ │ ├── comatch_stl10_40_0.yaml │ │ ├── comatch_tissuemnist_400_0.yaml │ │ └── comatch_tissuemnist_80_0.yaml │ ├── crmatch │ │ ├── crmatch_cifar100_200_0.yaml │ │ ├── crmatch_cifar100_400_0.yaml │ │ ├── crmatch_eurosat_20_0.yaml │ │ ├── crmatch_eurosat_40_0.yaml │ │ ├── crmatch_semi_aves_3959_0.yaml │ │ ├── crmatch_stl10_100_0.yaml │ │ ├── crmatch_stl10_40_0.yaml │ │ ├── crmatch_tissuemnist_400_0.yaml │ │ └── crmatch_tissuemnist_80_0.yaml │ ├── dash │ │ ├── dash_cifar100_200_0.yaml │ │ ├── dash_cifar100_400_0.yaml │ │ ├── dash_eurosat_20_0.yaml │ │ ├── dash_eurosat_40_0.yaml │ │ ├── dash_semi_aves_3959_0.yaml │ │ ├── dash_stl10_100_0.yaml │ │ ├── dash_stl10_40_0.yaml │ │ ├── dash_tissuemnist_400_0.yaml │ │ └── dash_tissuemnist_80_0.yaml │ ├── defixmatch │ │ ├── defixmatch_cifar100_200_0.yaml │ │ ├── defixmatch_cifar100_400_0.yaml │ │ ├── defixmatch_eurosat_20_0.yaml │ │ ├── defixmatch_eurosat_40_0.yaml │ │ ├── defixmatch_semi_aves_3959_0.yaml │ │ ├── defixmatch_stl10_100_0.yaml │ │ ├── defixmatch_stl10_40_0.yaml │ │ ├── defixmatch_tissuemnist_400_0.yaml │ │ └── defixmatch_tissuemnist_80_0.yaml │ ├── fixmatch │ │ ├── fixmatch_cifar100_200_0.yaml │ │ ├── fixmatch_cifar100_400_0.yaml │ │ ├── fixmatch_eurosat_20_0.yaml │ │ ├── fixmatch_eurosat_40_0.yaml │ │ ├── fixmatch_semi_aves_3959_0.yaml │ │ ├── fixmatch_stl10_100_0.yaml │ │ ├── fixmatch_stl10_40_0.yaml │ │ ├── fixmatch_tissuemnist_400_0.yaml │ │ └── fixmatch_tissuemnist_80_0.yaml │ ├── flexmatch │ │ ├── flexmatch_cifar100_200_0.yaml │ │ ├── flexmatch_cifar100_400_0.yaml │ │ ├── flexmatch_eurosat_20_0.yaml │ │ ├── flexmatch_eurosat_40_0.yaml │ │ ├── flexmatch_semi_aves_3959_0.yaml │ │ ├── flexmatch_stl10_100_0.yaml │ │ ├── flexmatch_stl10_40_0.yaml │ │ ├── flexmatch_tissuemnist_400_0.yaml │ │ └── flexmatch_tissuemnist_80_0.yaml │ ├── freematch │ │ ├── freematch_cifar100_200_0.yaml │ │ ├── freematch_cifar100_400_0.yaml │ │ ├── freematch_eurosat_20_0.yaml │ │ ├── freematch_eurosat_40_0.yaml │ │ ├── freematch_semi_aves_3959_0.yaml │ │ ├── freematch_stl10_100_0.yaml │ │ ├── freematch_stl10_40_0.yaml │ │ ├── freematch_tissuemnist_400_0.yaml │ │ └── freematch_tissuemnist_80_0.yaml │ ├── fullysupervised │ │ ├── fullysupervised_cifar100_200_0.yaml │ │ ├── fullysupervised_cifar100_400_0.yaml │ │ ├── fullysupervised_eurosat_20_0.yaml │ │ ├── fullysupervised_eurosat_40_0.yaml │ │ ├── fullysupervised_semi_aves_3959_0.yaml │ │ ├── fullysupervised_stl10_100_0.yaml │ │ ├── fullysupervised_stl10_40_0.yaml │ │ ├── fullysupervised_tissuemnist_400_0.yaml │ │ └── fullysupervised_tissuemnist_80_0.yaml │ ├── meanteacher │ │ ├── meanteacher_cifar100_200_0.yaml │ │ ├── meanteacher_cifar100_400_0.yaml │ │ ├── meanteacher_eurosat_20_0.yaml │ │ ├── meanteacher_eurosat_40_0.yaml │ │ ├── meanteacher_semi_aves_3959_0.yaml │ │ ├── meanteacher_stl10_100_0.yaml │ │ ├── meanteacher_stl10_40_0.yaml │ │ ├── meanteacher_tissuemnist_400_0.yaml │ │ └── meanteacher_tissuemnist_80_0.yaml │ ├── mixmatch │ │ ├── mixmatch_cifar100_200_0.yaml │ │ ├── mixmatch_cifar100_400_0.yaml │ │ ├── mixmatch_eurosat_20_0.yaml │ │ ├── mixmatch_eurosat_40_0.yaml │ │ ├── mixmatch_semi_aves_3959_0.yaml │ │ ├── mixmatch_stl10_100_0.yaml │ │ ├── mixmatch_stl10_40_0.yaml │ │ ├── mixmatch_tissuemnist_400_0.yaml │ │ └── mixmatch_tissuemnist_80_0.yaml │ ├── pimodel │ │ ├── pimodel_cifar100_200_0.yaml │ │ ├── pimodel_cifar100_400_0.yaml │ │ ├── pimodel_eurosat_20_0.yaml │ │ ├── pimodel_eurosat_40_0.yaml │ │ ├── pimodel_semi_aves_3959_0.yaml │ │ ├── pimodel_stl10_100_0.yaml │ │ ├── pimodel_stl10_40_0.yaml │ │ ├── pimodel_tissuemnist_400_0.yaml │ │ └── pimodel_tissuemnist_80_0.yaml │ ├── pseudolabel │ │ ├── pseudolabel_cifar100_200_0.yaml │ │ ├── pseudolabel_cifar100_400_0.yaml │ │ ├── pseudolabel_eurosat_20_0.yaml │ │ ├── pseudolabel_eurosat_40_0.yaml │ │ ├── pseudolabel_semi_aves_3959_0.yaml │ │ ├── pseudolabel_stl10_100_0.yaml │ │ ├── pseudolabel_stl10_40_0.yaml │ │ ├── pseudolabel_tissuemnist_400_0.yaml │ │ └── pseudolabel_tissuemnist_80_0.yaml │ ├── refixmatch │ │ ├── refixmatch_cifar100_200_0.yaml │ │ ├── refixmatch_cifar100_400_0.yaml │ │ ├── refixmatch_eurosat_20_0.yaml │ │ ├── refixmatch_eurosat_40_0.yaml │ │ ├── refixmatch_semi_aves_400_0.yaml │ │ ├── refixmatch_stl10_100_0.yaml │ │ ├── refixmatch_stl10_40_0.yaml │ │ ├── refixmatch_tissuemnist_100_0.yaml │ │ └── refixmatch_tissuemnist_500_0.yaml │ ├── remixmatch │ │ ├── remixmatch_cifar100_200_0.yaml │ │ ├── remixmatch_cifar100_400_0.yaml │ │ ├── remixmatch_eurosat_20_0.yaml │ │ ├── remixmatch_eurosat_40_0.yaml │ │ ├── remixmatch_semi_aves_3959_0.yaml │ │ ├── remixmatch_stl10_100_0.yaml │ │ ├── remixmatch_stl10_40_0.yaml │ │ ├── remixmatch_tissuemnist_400_0.yaml │ │ └── remixmatch_tissuemnist_80_0.yaml │ ├── sequencematch │ │ ├── sequencematch_cifar100_200_0.yaml │ │ ├── sequencematch_cifar100_400_0.yaml │ │ ├── sequencematch_eurosat_20_0.yaml │ │ ├── sequencematch_eurosat_40_0.yaml │ │ ├── sequencematch_semi_aves_400_0.yaml │ │ ├── sequencematch_stl10_100_0.yaml │ │ ├── sequencematch_stl10_40_0.yaml │ │ ├── sequencematch_tissuemnist_100_0.yaml │ │ └── sequencematch_tissuemnist_500_0.yaml │ ├── simmatch │ │ ├── simmatch_cifar100_200_0.yaml │ │ ├── simmatch_cifar100_400_0.yaml │ │ ├── simmatch_eurosat_20_0.yaml │ │ ├── simmatch_eurosat_40_0.yaml │ │ ├── simmatch_semi_aves_3959_0.yaml │ │ ├── simmatch_semi_inat2021_9721_0.yaml │ │ ├── simmatch_stl10_100_0.yaml │ │ ├── simmatch_stl10_40_0.yaml │ │ ├── simmatch_tissuemnist_400_0.yaml │ │ └── simmatch_tissuemnist_80_0.yaml │ ├── softmatch │ │ ├── softmatch_cifar100_200_0.yaml │ │ ├── softmatch_cifar100_400_0.yaml │ │ ├── softmatch_eurosat_20_0.yaml │ │ ├── softmatch_eurosat_40_0.yaml │ │ ├── softmatch_semi_aves_3959_0.yaml │ │ ├── softmatch_stl10_100_0.yaml │ │ ├── softmatch_stl10_40_0.yaml │ │ ├── softmatch_tissuemnist_400_0.yaml │ │ └── softmatch_tissuemnist_80_0.yaml │ ├── supervised │ │ ├── supervised_cifar100_200_0.yaml │ │ ├── supervised_cifar100_400_0.yaml │ │ ├── supervised_eurosat_20_0.yaml │ │ ├── supervised_eurosat_40_0.yaml │ │ ├── supervised_semi_aves_3959_0.yaml │ │ ├── supervised_stl10_100_0.yaml │ │ ├── supervised_stl10_40_0.yaml │ │ ├── supervised_tissuemnist_400_0.yaml │ │ └── supervised_tissuemnist_80_0.yaml │ ├── uda │ │ ├── uda_cifar100_200_0.yaml │ │ ├── uda_cifar100_400_0.yaml │ │ ├── uda_eurosat_20_0.yaml │ │ ├── uda_eurosat_40_0.yaml │ │ ├── uda_semi_aves_3959_0.yaml │ │ ├── uda_stl10_100_0.yaml │ │ ├── uda_stl10_40_0.yaml │ │ ├── uda_tissuemnist_400_0.yaml │ │ └── uda_tissuemnist_80_0.yaml │ └── vat │ │ ├── vat_cifar100_200_0.yaml │ │ ├── vat_cifar100_400_0.yaml │ │ ├── vat_eurosat_20_0.yaml │ │ ├── vat_eurosat_40_0.yaml │ │ ├── vat_semi_aves_3959_0.yaml │ │ ├── vat_stl10_100_0.yaml │ │ ├── vat_stl10_40_0.yaml │ │ ├── vat_tissuemnist_400_0.yaml │ │ └── vat_tissuemnist_80_0.yaml └── usb_nlp │ ├── adamatch │ ├── adamatch_aclImdb_100_0.yaml │ ├── adamatch_aclImdb_20_0.yaml │ ├── adamatch_ag_news_200_0.yaml │ ├── adamatch_ag_news_40_0.yaml │ ├── adamatch_amazon_review_1000_0.yaml │ ├── adamatch_amazon_review_250_0.yaml │ ├── adamatch_dbpedia_280_0.yaml │ ├── adamatch_dbpedia_70_0.yaml │ ├── adamatch_yahoo_answers_2000_0.yaml │ ├── adamatch_yahoo_answers_500_0.yaml │ ├── adamatch_yelp_review_1000_0.yaml │ └── adamatch_yelp_review_250_0.yaml │ ├── comatch │ ├── comatch_aclImdb_100_0.yaml │ ├── comatch_aclImdb_20_0.yaml │ ├── comatch_ag_news_200_0.yaml │ ├── comatch_ag_news_40_0.yaml │ ├── comatch_amazon_review_1000_0.yaml │ ├── comatch_amazon_review_250_0.yaml │ ├── comatch_dbpedia_280_0.yaml │ ├── comatch_dbpedia_70_0.yaml │ ├── comatch_yahoo_answers_2000_0.yaml │ ├── comatch_yahoo_answers_500_0.yaml │ ├── comatch_yelp_review_1000_0.yaml │ └── comatch_yelp_review_250_0.yaml │ ├── crmatch │ ├── crmatch_aclImdb_100_0.yaml │ ├── crmatch_aclImdb_20_0.yaml │ ├── crmatch_ag_news_200_0.yaml │ ├── crmatch_ag_news_40_0.yaml │ ├── crmatch_amazon_review_1000_0.yaml │ ├── crmatch_amazon_review_250_0.yaml │ ├── crmatch_dbpedia_280_0.yaml │ ├── crmatch_dbpedia_70_0.yaml │ ├── crmatch_yahoo_answers_2000_0.yaml │ ├── crmatch_yahoo_answers_500_0.yaml │ ├── crmatch_yelp_review_1000_0.yaml │ └── crmatch_yelp_review_250_0.yaml │ ├── dash │ ├── dash_aclImdb_100_0.yaml │ ├── dash_aclImdb_20_0.yaml │ ├── dash_ag_news_200_0.yaml │ ├── dash_ag_news_40_0.yaml │ ├── dash_amazon_review_1000_0.yaml │ ├── dash_amazon_review_250_0.yaml │ ├── dash_dbpedia_280_0.yaml │ ├── dash_dbpedia_70_0.yaml │ ├── dash_yahoo_answers_2000_0.yaml │ ├── dash_yahoo_answers_500_0.yaml │ ├── dash_yelp_review_1000_0.yaml │ └── dash_yelp_review_250_0.yaml │ ├── defixmatch │ ├── defixmatch_aclImdb_100_0.yaml │ ├── defixmatch_aclImdb_20_0.yaml │ ├── defixmatch_ag_news_200_0.yaml │ ├── defixmatch_ag_news_40_0.yaml │ ├── defixmatch_amazon_review_1000_0.yaml │ ├── defixmatch_amazon_review_250_0.yaml │ ├── defixmatch_dbpedia_280_0.yaml │ ├── defixmatch_dbpedia_70_0.yaml │ ├── defixmatch_yahoo_answers_2000_0.yaml │ ├── defixmatch_yahoo_answers_500_0.yaml │ ├── defixmatch_yelp_review_1000_0.yaml │ └── defixmatch_yelp_review_250_0.yaml │ ├── fixmatch │ ├── fixmatch_aclImdb_100_0.yaml │ ├── fixmatch_aclImdb_20_0.yaml │ ├── fixmatch_ag_news_200_0.yaml │ ├── fixmatch_ag_news_40_0.yaml │ ├── fixmatch_amazon_review_1000_0.yaml │ ├── fixmatch_amazon_review_250_0.yaml │ ├── fixmatch_dbpedia_280_0.yaml │ ├── fixmatch_dbpedia_70_0.yaml │ ├── fixmatch_yahoo_answers_2000_0.yaml │ ├── fixmatch_yahoo_answers_500_0.yaml │ ├── fixmatch_yelp_review_1000_0.yaml │ └── fixmatch_yelp_review_250_0.yaml │ ├── flexmatch │ ├── flexmatch_aclImdb_100_0.yaml │ ├── flexmatch_aclImdb_20_0.yaml │ ├── flexmatch_ag_news_200_0.yaml │ ├── flexmatch_ag_news_40_0.yaml │ ├── flexmatch_amazon_review_1000_0.yaml │ ├── flexmatch_amazon_review_250_0.yaml │ ├── flexmatch_dbpedia_280_0.yaml │ ├── flexmatch_dbpedia_70_0.yaml │ ├── flexmatch_yahoo_answers_2000_0.yaml │ ├── flexmatch_yahoo_answers_500_0.yaml │ ├── flexmatch_yelp_review_1000_0.yaml │ └── flexmatch_yelp_review_250_0.yaml │ ├── freematch │ ├── freematch_aclImdb_100_0.yaml │ ├── freematch_aclImdb_20_0.yaml │ ├── freematch_ag_news_200_0.yaml │ ├── freematch_ag_news_40_0.yaml │ ├── freematch_amazon_review_1000_0.yaml │ ├── freematch_amazon_review_250_0.yaml │ ├── freematch_dbpedia_280_0.yaml │ ├── freematch_dbpedia_70_0.yaml │ ├── freematch_yahoo_answers_2000_0.yaml │ ├── freematch_yahoo_answers_500_0.yaml │ ├── freematch_yelp_review_1000_0.yaml │ └── freematch_yelp_review_250_0.yaml │ ├── fullysupervised │ ├── fullysupervised_aclImdb_100_0.yaml │ ├── fullysupervised_aclImdb_20_0.yaml │ ├── fullysupervised_ag_news_200_0.yaml │ ├── fullysupervised_ag_news_40_0.yaml │ ├── fullysupervised_amazon_review_1000_0.yaml │ ├── fullysupervised_amazon_review_250_0.yaml │ ├── fullysupervised_dbpedia_280_0.yaml │ ├── fullysupervised_dbpedia_70_0.yaml │ ├── fullysupervised_yahoo_answers_2000_0.yaml │ ├── fullysupervised_yahoo_answers_500_0.yaml │ ├── fullysupervised_yelp_review_1000_0.yaml │ └── fullysupervised_yelp_review_250_0.yaml │ ├── meanteacher │ ├── meanteacher_aclImdb_100_0.yaml │ ├── meanteacher_aclImdb_20_0.yaml │ ├── meanteacher_ag_news_200_0.yaml │ ├── meanteacher_ag_news_40_0.yaml │ ├── meanteacher_amazon_review_1000_0.yaml │ ├── meanteacher_amazon_review_250_0.yaml │ ├── meanteacher_dbpedia_280_0.yaml │ ├── meanteacher_dbpedia_70_0.yaml │ ├── meanteacher_yahoo_answers_2000_0.yaml │ ├── meanteacher_yahoo_answers_500_0.yaml │ ├── meanteacher_yelp_review_1000_0.yaml │ └── meanteacher_yelp_review_250_0.yaml │ ├── mixmatch │ ├── mixmatch_aclImdb_100_0.yaml │ ├── mixmatch_aclImdb_20_0.yaml │ ├── mixmatch_ag_news_200_0.yaml │ ├── mixmatch_ag_news_40_0.yaml │ ├── mixmatch_amazon_review_1000_0.yaml │ ├── mixmatch_amazon_review_250_0.yaml │ ├── mixmatch_dbpedia_280_0.yaml │ ├── mixmatch_dbpedia_70_0.yaml │ ├── mixmatch_yahoo_answers_2000_0.yaml │ ├── mixmatch_yahoo_answers_500_0.yaml │ ├── mixmatch_yelp_review_1000_0.yaml │ └── mixmatch_yelp_review_250_0.yaml │ ├── pimodel │ ├── pimodel_aclImdb_100_0.yaml │ ├── pimodel_aclImdb_20_0.yaml │ ├── pimodel_ag_news_200_0.yaml │ ├── pimodel_ag_news_40_0.yaml │ ├── pimodel_amazon_review_1000_0.yaml │ ├── pimodel_amazon_review_250_0.yaml │ ├── pimodel_dbpedia_280_0.yaml │ ├── pimodel_dbpedia_70_0.yaml │ ├── pimodel_yahoo_answers_2000_0.yaml │ ├── pimodel_yahoo_answers_500_0.yaml │ ├── pimodel_yelp_review_1000_0.yaml │ └── pimodel_yelp_review_250_0.yaml │ ├── pseudolabel │ ├── pseudolabel_aclImdb_100_0.yaml │ ├── pseudolabel_aclImdb_20_0.yaml │ ├── pseudolabel_ag_news_200_0.yaml │ ├── pseudolabel_ag_news_40_0.yaml │ ├── pseudolabel_amazon_review_1000_0.yaml │ ├── pseudolabel_amazon_review_250_0.yaml │ ├── pseudolabel_dbpedia_280_0.yaml │ ├── pseudolabel_dbpedia_70_0.yaml │ ├── pseudolabel_yahoo_answers_2000_0.yaml │ ├── pseudolabel_yahoo_answers_500_0.yaml │ ├── pseudolabel_yelp_review_1000_0.yaml │ └── pseudolabel_yelp_review_250_0.yaml │ ├── remixmatch │ ├── remixmatch_aclImdb_100_0.yaml │ ├── remixmatch_aclImdb_20_0.yaml │ ├── remixmatch_ag_news_200_0.yaml │ ├── remixmatch_ag_news_40_0.yaml │ ├── remixmatch_amazon_review_1000_0.yaml │ ├── remixmatch_amazon_review_250_0.yaml │ ├── remixmatch_dbpedia_280_0.yaml │ ├── remixmatch_dbpedia_70_0.yaml │ ├── remixmatch_yahoo_answers_2000_0.yaml │ ├── remixmatch_yahoo_answers_500_0.yaml │ ├── remixmatch_yelp_review_1000_0.yaml │ └── remixmatch_yelp_review_250_0.yaml │ ├── simmatch │ ├── simmatch_aclImdb_100_0.yaml │ ├── simmatch_aclImdb_20_0.yaml │ ├── simmatch_ag_news_200_0.yaml │ ├── simmatch_ag_news_40_0.yaml │ ├── simmatch_amazon_review_1000_0.yaml │ ├── simmatch_amazon_review_250_0.yaml │ ├── simmatch_dbpedia_280_0.yaml │ ├── simmatch_dbpedia_70_0.yaml │ ├── simmatch_yahoo_answers_2000_0.yaml │ ├── simmatch_yahoo_answers_500_0.yaml │ ├── simmatch_yelp_review_1000_0.yaml │ └── simmatch_yelp_review_250_0.yaml │ ├── softmatch │ ├── softmatch_aclImdb_100_0.yaml │ ├── softmatch_aclImdb_20_0.yaml │ ├── softmatch_ag_news_200_0.yaml │ ├── softmatch_ag_news_40_0.yaml │ ├── softmatch_amazon_review_1000_0.yaml │ ├── softmatch_amazon_review_250_0.yaml │ ├── softmatch_dbpedia_280_0.yaml │ ├── softmatch_dbpedia_70_0.yaml │ ├── softmatch_yahoo_answers_2000_0.yaml │ ├── softmatch_yahoo_answers_500_0.yaml │ ├── softmatch_yelp_review_1000_0.yaml │ └── softmatch_yelp_review_250_0.yaml │ ├── supervised │ ├── supervised_aclImdb_100_0.yaml │ ├── supervised_aclImdb_20_0.yaml │ ├── supervised_ag_news_200_0.yaml │ ├── supervised_ag_news_40_0.yaml │ ├── supervised_amazon_review_1000_0.yaml │ ├── supervised_amazon_review_250_0.yaml │ ├── supervised_dbpedia_280_0.yaml │ ├── supervised_dbpedia_70_0.yaml │ ├── supervised_yahoo_answers_2000_0.yaml │ ├── supervised_yahoo_answers_500_0.yaml │ ├── supervised_yelp_review_1000_0.yaml │ └── supervised_yelp_review_250_0.yaml │ ├── uda │ ├── uda_aclImdb_100_0.yaml │ ├── uda_aclImdb_20_0.yaml │ ├── uda_ag_news_200_0.yaml │ ├── uda_ag_news_40_0.yaml │ ├── uda_amazon_review_1000_0.yaml │ ├── uda_amazon_review_250_0.yaml │ ├── uda_dbpedia_280_0.yaml │ ├── uda_dbpedia_70_0.yaml │ ├── uda_yahoo_answers_2000_0.yaml │ ├── uda_yahoo_answers_500_0.yaml │ ├── uda_yelp_review_1000_0.yaml │ └── uda_yelp_review_250_0.yaml │ └── vat │ ├── vat_aclImdb_100_0.yaml │ ├── vat_aclImdb_20_0.yaml │ ├── vat_ag_news_200_0.yaml │ ├── vat_ag_news_40_0.yaml │ ├── vat_amazon_review_1000_0.yaml │ ├── vat_amazon_review_250_0.yaml │ ├── vat_dbpedia_280_0.yaml │ ├── vat_dbpedia_70_0.yaml │ ├── vat_yahoo_answers_2000_0.yaml │ ├── vat_yahoo_answers_500_0.yaml │ ├── vat_yelp_review_1000_0.yaml │ └── vat_yelp_review_250_0.yaml ├── docs ├── Makefile ├── algorithm_zoo.md ├── api.md ├── benchmark.md ├── conf.py ├── contributors.md ├── index.rst ├── make.bat ├── model_zoo.md ├── reference.md ├── requirements.txt └── tutorial.md ├── eval.py ├── figures ├── code.png └── logo.png ├── notebooks ├── Beginner_Example.ipynb ├── Custom_Algorithm.ipynb └── Custom_Dataset.ipynb ├── preprocess ├── README.md ├── preprocess_aclimdb.py ├── preprocess_superb.py └── preprocess_urbansound.py ├── requirements.txt ├── results ├── README.md ├── classic_cv.csv ├── classic_cv_imb.csv ├── usb_audio.csv ├── usb_cv.csv └── usb_nlp.csv ├── scripts ├── average_log.py ├── config_generator_classic_cv.py ├── config_generator_classic_cv_imb.py ├── config_generator_usb_audio.py ├── config_generator_usb_cv.py └── config_generator_usb_nlp.py ├── semilearn ├── __init__.py ├── algorithms │ ├── __init__.py │ ├── adamatch │ │ ├── __init__.py │ │ ├── adamatch.py │ │ └── utils.py │ ├── comatch │ │ ├── __init__.py │ │ └── comatch.py │ ├── crmatch │ │ ├── __init__.py │ │ └── crmatch.py │ ├── dash │ │ ├── __init__.py │ │ ├── dash.py │ │ └── utils.py │ ├── defixmatch │ │ ├── __init__.py │ │ └── defixmatch.py │ ├── fixmatch │ │ ├── __init__.py │ │ └── fixmatch.py │ ├── flexmatch │ │ ├── __init__.py │ │ ├── flexmatch.py │ │ └── utils.py │ ├── freematch │ │ ├── __init__.py │ │ ├── freematch.py │ │ └── utils.py │ ├── fullysupervised │ │ ├── __init__.py │ │ └── fullysupervised.py │ ├── hooks │ │ ├── __init__.py │ │ ├── dist_align.py │ │ ├── masking.py │ │ └── pseudo_label.py │ ├── meanteacher │ │ ├── __init__.py │ │ └── meanteacher.py │ ├── mixmatch │ │ ├── __init__.py │ │ └── mixmatch.py │ ├── pimodel │ │ ├── __init__.py │ │ └── pimodel.py │ ├── pseudolabel │ │ ├── __init__.py │ │ └── pseudolabel.py │ ├── refixmatch │ │ ├── __init__.py │ │ └── refixmatch.py │ ├── remixmatch │ │ ├── __init__.py │ │ └── remixmatch.py │ ├── sequencematch │ │ ├── __init__.py │ │ └── sequencematch.py │ ├── simmatch │ │ ├── __init__.py │ │ └── simmatch.py │ ├── softmatch │ │ ├── __init__.py │ │ ├── softmatch.py │ │ └── utils.py │ ├── uda │ │ ├── __init__.py │ │ └── uda.py │ ├── utils │ │ ├── __init__.py │ │ ├── misc.py │ │ └── ops.py │ └── vat │ │ ├── __init__.py │ │ └── vat.py ├── core │ ├── __init__.py │ ├── algorithmbase.py │ ├── criterions │ │ ├── __init__.py │ │ ├── consistency.py │ │ └── cross_entropy.py │ ├── hooks │ │ ├── __init__.py │ │ ├── aim.py │ │ ├── checkpoint.py │ │ ├── ema.py │ │ ├── evaluation.py │ │ ├── hook.py │ │ ├── logging.py │ │ ├── param_update.py │ │ ├── priority.py │ │ ├── sampler_seed.py │ │ ├── timer.py │ │ └── wandb.py │ └── utils │ │ ├── __init__.py │ │ ├── build.py │ │ ├── misc.py │ │ └── registry.py ├── datasets │ ├── __init__.py │ ├── audio_datasets │ │ ├── __init__.py │ │ ├── datasetbase.py │ │ └── pkl_data.py │ ├── augmentation │ │ ├── __init__.py │ │ ├── randaugment.py │ │ └── transforms.py │ ├── collactors │ │ ├── __init__.py │ │ ├── audio_collactor.py │ │ └── nlp_collactor.py │ ├── cv_datasets │ │ ├── __init__.py │ │ ├── aves.py │ │ ├── cifar.py │ │ ├── datasetbase.py │ │ ├── eurosat.py │ │ ├── food101.py │ │ ├── imagenet.py │ │ ├── medmnist.py │ │ ├── stl10.py │ │ └── svhn.py │ ├── nlp_datasets │ │ ├── __init__.py │ │ ├── datasetbase.py │ │ └── json_data.py │ ├── samplers │ │ ├── __init__.py │ │ └── sampler.py │ └── utils.py ├── imb_algorithms │ ├── __init__.py │ ├── abc │ │ ├── __init__.py │ │ └── abc.py │ ├── adsh │ │ ├── __init__.py │ │ ├── adsh.py │ │ └── utils.py │ ├── cossl │ │ ├── __init__.py │ │ ├── cossl.py │ │ └── utils.py │ ├── crest │ │ ├── __init__.py │ │ ├── crest.py │ │ └── utils.py │ ├── darp │ │ ├── __init__.py │ │ ├── darp.py │ │ └── utils.py │ ├── daso │ │ ├── __init__.py │ │ ├── daso.py │ │ └── utils.py │ ├── debiaspl │ │ ├── __init__.py │ │ ├── debiaspl.py │ │ └── utils.py │ ├── saw │ │ ├── __init__.py │ │ ├── saw.py │ │ └── utils.py │ └── tras │ │ ├── __init__.py │ │ ├── tras.py │ │ └── utils.py ├── lighting │ ├── __init__.py │ ├── config.py │ ├── dataset.py │ └── trainer.py └── nets │ ├── __init__.py │ ├── bert │ ├── __init__.py │ └── bert.py │ ├── dinov2.py │ ├── hubert │ ├── __init__.py │ └── hubert.py │ ├── resnet │ ├── __init__.py │ └── resnet.py │ ├── utils.py │ ├── vit │ ├── __init__.py │ └── vit.py │ ├── wave2vecv2 │ ├── __init__.py │ └── wave2vecv2.py │ └── wrn │ ├── __init__.py │ ├── wrn.py │ └── wrn_var.py ├── setup.py └── train.py /.github/ISSUE_TEMPLATE/BUG_REPORT.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Bug Report 3 | about: Report a bug you found in this project 4 | title: '' 5 | assignees: '' 6 | --- 7 | ## Bug 8 | 9 | 10 | 11 | ### Reproduce the Bug 12 | 13 | 14 | 15 | ### Error Messages and Logs 16 | 17 | 18 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/FEATURE_REQUEST.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Feature request 3 | about: Propose a feature for this project 4 | title: '' 5 | assignees: '' 6 | --- 7 | ## 🚀 Feature 8 | 9 | 10 | 11 | ### Motivation 12 | 13 | 14 | 15 | ### Pitch 16 | 17 | 18 | 19 | ### Alternatives 20 | 21 | 22 | 23 | ### Additional context 24 | 25 |