├── .gitignore ├── LICENSE ├── README.md ├── configs └── ImageNet │ └── DeiT_S.yaml ├── figures └── ats_teaser.jpg ├── libs ├── __init__.py ├── config │ ├── __init__.py │ ├── custom_config.py │ └── defaults.py ├── datasets │ ├── __init__.py │ ├── build.py │ ├── cv2_transform.py │ ├── data_augment.py │ ├── decoder.py │ ├── image_decoder.py │ ├── imagenet.py │ ├── kinetics.py │ ├── loader.py │ ├── rand_augment.py │ ├── rand_erasing.py │ ├── random_erasing.py │ ├── transform.py │ ├── utils.py │ └── video_container.py ├── models │ ├── __init__.py │ ├── batchnorm_helper.py │ ├── build.py │ ├── head_helper.py │ ├── losses.py │ ├── optimizer.py │ ├── temporal_shift.py │ └── transformers │ │ ├── __init__.py │ │ ├── ats_block.py │ │ ├── cuda.py │ │ ├── transformer_block.py │ │ └── vit.py ├── utils │ ├── __init__.py │ ├── benchmark.py │ ├── checkpoint.py │ ├── distributed.py │ ├── env.py │ ├── logging.py │ ├── lr_policy.py │ ├── meters.py │ ├── metrics.py │ ├── misc.py │ ├── multiprocessing.py │ ├── parser.py │ └── weight_init_helper.py └── visualization │ ├── __init__.py │ ├── gradcam_utils.py │ ├── prediction_vis.py │ ├── predictor.py │ ├── tensorboard_vis.py │ ├── utils.py │ └── video_visualizer.py ├── tools ├── benchmark.py ├── run_net.py ├── test_net.py ├── train_net.py └── visualization.py └── utils ├── imagenet_val_prep.sh ├── k600_extractor.py ├── kinetics_create_csv.py ├── mjpeg_convertor.py └── valdirs.sh /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adaptivetokensampling/ATS/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adaptivetokensampling/ATS/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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