├── .gitignore ├── DATASETS.md ├── LICENSE ├── README.md ├── adapter.sh ├── assets ├── methodology.png ├── motivation_github.png └── setup.png ├── audioclip ├── audio_features.py ├── bpe_simple_vocab_16e6.txt.gz ├── ignite_trainer │ ├── README.md │ ├── __init__.py │ ├── _interfaces.py │ ├── _trainer.py │ ├── _utils.py │ ├── _visdom.py │ └── version.py ├── model │ ├── __init__.py │ ├── audioclip.py │ ├── clip │ │ ├── __init__.py │ │ ├── clip.py │ │ └── model.py │ └── esresnet │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── base.py │ │ └── fbsp.py └── utils │ ├── __init__.py │ ├── datasets │ ├── __init__.py │ ├── esc50.py │ └── us8k.py │ ├── simple_tokenizer.py │ └── transforms.py ├── average.py ├── domain_shift.py ├── engine ├── __init__.py ├── clip │ ├── __init__.py │ ├── bpe_simple_vocab_16e6.txt.gz │ ├── clip.py │ ├── model.py │ ├── partial_model.py │ └── simple_tokenizer.py ├── config │ ├── __init__.py │ └── default.py ├── datasets │ ├── __init__.py │ ├── benchmark.py │ ├── caltech101.py │ ├── dtd.py │ ├── eurosat.py │ ├── fgvc_aircraft.py │ ├── food101.py │ ├── imagenet.py │ ├── imagenet_a.py │ ├── imagenet_r.py │ ├── imagenet_sketch.py │ ├── imagenetv2.py │ ├── oxford_flowers.py │ ├── oxford_pets.py │ ├── stanford_cars.py │ ├── sun397.py │ ├── ucf101.py │ └── utils.py ├── model │ ├── __init__.py │ ├── head.py │ └── logit.py ├── optimizer │ ├── __init__.py │ ├── default.py │ ├── optim.py │ └── scheduler.py ├── templates │ ├── __init__.py │ ├── hand_crafted.py │ ├── template_mining.py │ └── template_pool.py ├── tools │ ├── __init__.py │ └── utils.py └── transforms │ ├── __init__.py │ └── default.py ├── eval.py ├── eval_domain_shift.py ├── features.py ├── features.sh ├── few_shot_split.py ├── imagenet_esc.py ├── indices ├── caltech101 │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── dtd │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── eurosat │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── fgvc_aircraft │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── food101 │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── imagenet │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_1-seed_4.json │ ├── shot_1-seed_5.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_16-seed_4.json │ ├── shot_16-seed_5.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_2-seed_4.json │ ├── shot_2-seed_5.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_4-seed_4.json │ ├── shot_4-seed_5.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ ├── shot_8-seed_3.json │ ├── shot_8-seed_4.json │ └── shot_8-seed_5.json ├── oxford_flowers │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── oxford_pets │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── stanford_cars │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── sun397 │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json └── ucf101 │ ├── shot_1-seed_1.json │ ├── shot_1-seed_2.json │ ├── shot_1-seed_3.json │ ├── shot_16-seed_1.json │ ├── shot_16-seed_2.json │ ├── shot_16-seed_3.json │ ├── shot_2-seed_1.json │ ├── shot_2-seed_2.json │ ├── shot_2-seed_3.json │ ├── shot_4-seed_1.json │ ├── shot_4-seed_2.json │ ├── shot_4-seed_3.json │ ├── shot_8-seed_1.json │ ├── shot_8-seed_2.json │ └── shot_8-seed_3.json ├── linear_probe.sh ├── partial_finetuning.sh ├── requirements.txt ├── splits ├── cat_to_name.json ├── split_zhou_Caltech101.json ├── split_zhou_DescribableTextures.json ├── split_zhou_EuroSAT.json ├── split_zhou_Food101.json ├── split_zhou_OxfordFlowers.json ├── split_zhou_OxfordPets.json ├── split_zhou_SUN397.json ├── split_zhou_StanfordCars.json └── split_zhou_UCF101.json └── train.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/linzhiqiu/cross_modal_adaptation/HEAD/.gitignore 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