├── ABPC.py ├── Datasets ├── ILSVRC.py ├── ILSVRC_classes.py └── __pycache__ │ ├── CUB200.cpython-39.pyc │ ├── ILSVRC.cpython-39.pyc │ ├── ILSVRC_classes.cpython-39.pyc │ └── PascalVOC.cpython-39.pyc ├── Methods ├── AGCAM │ ├── AGCAM.py │ ├── ViT_for_AGCAM │ │ ├── __init__.py │ │ ├── __init__.pyc │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ └── version.cpython-39.pyc │ │ ├── data │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── auto_augment.cpython-39.pyc │ │ │ │ ├── config.cpython-39.pyc │ │ │ │ ├── constants.cpython-39.pyc │ │ │ │ ├── dataset.cpython-39.pyc │ │ │ │ ├── dataset_factory.cpython-39.pyc │ │ │ │ ├── distributed_sampler.cpython-39.pyc │ │ │ │ ├── loader.cpython-39.pyc │ │ │ │ ├── mixup.cpython-39.pyc │ │ │ │ ├── random_erasing.cpython-39.pyc │ │ │ │ ├── real_labels.cpython-39.pyc │ │ │ │ ├── transforms.cpython-39.pyc │ │ │ │ └── transforms_factory.cpython-39.pyc │ │ │ ├── auto_augment.py │ │ │ ├── config.py │ │ │ ├── constants.py │ │ │ ├── dataset.py │ │ │ ├── dataset_factory.py │ │ │ ├── distributed_sampler.py │ │ │ ├── loader.py │ │ │ ├── mixup.py │ │ │ ├── parsers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── class_map.cpython-39.pyc │ │ │ │ │ ├── img_extensions.cpython-39.pyc │ │ │ │ │ ├── parser.cpython-39.pyc │ │ │ │ │ ├── parser_factory.cpython-39.pyc │ │ │ │ │ ├── parser_image_folder.cpython-39.pyc │ │ │ │ │ └── parser_image_in_tar.cpython-39.pyc │ │ │ │ ├── class_map.py │ │ │ │ ├── img_extensions.py │ │ │ │ ├── parser.py │ │ │ │ ├── parser_factory.py │ │ │ │ ├── parser_image_folder.py │ │ │ │ ├── parser_image_in_tar.py │ │ │ │ ├── parser_image_tar.py │ │ │ │ └── parser_tfds.py │ │ │ ├── random_erasing.py │ │ │ ├── real_labels.py │ │ │ ├── tf_preprocessing.py │ │ │ ├── transforms.py │ │ │ └── transforms_factory.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── __init__.pyc │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── factory.cpython-39.pyc │ │ │ │ ├── features.cpython-39.pyc │ │ │ │ ├── fx_features.cpython-39.pyc │ │ │ │ ├── helpers.cpython-39.pyc │ │ │ │ ├── hub.cpython-39.pyc │ │ │ │ ├── registry.cpython-39.pyc │ │ │ │ └── vision_transformer.cpython-39.pyc │ │ │ ├── factory.py │ │ │ ├── features.py │ │ │ ├── fx_features.py │ │ │ ├── helpers.py │ │ │ ├── hub.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ ├── __pycache__ │ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ │ ├── activations.cpython-39.pyc │ │ │ │ │ ├── activations_jit.cpython-39.pyc │ │ │ │ │ ├── activations_me.cpython-39.pyc │ │ │ │ │ ├── adaptive_avgmax_pool.cpython-39.pyc │ │ │ │ │ ├── blur_pool.cpython-39.pyc │ │ │ │ │ ├── bottleneck_attn.cpython-39.pyc │ │ │ │ │ ├── cbam.cpython-39.pyc │ │ │ │ │ ├── classifier.cpython-39.pyc │ │ │ │ │ ├── cond_conv2d.cpython-39.pyc │ │ │ │ │ ├── config.cpython-39.pyc │ │ │ │ │ ├── conv2d_same.cpython-39.pyc │ │ │ │ │ ├── conv_bn_act.cpython-39.pyc │ │ │ │ │ ├── create_act.cpython-39.pyc │ │ │ │ │ ├── create_attn.cpython-39.pyc │ │ │ │ │ ├── create_conv2d.cpython-39.pyc │ │ │ │ │ ├── create_norm_act.cpython-39.pyc │ │ │ │ │ ├── drop.cpython-39.pyc │ │ │ │ │ ├── eca.cpython-39.pyc │ │ │ │ │ ├── evo_norm.cpython-39.pyc │ │ │ │ │ ├── filter_response_norm.cpython-39.pyc │ │ │ │ │ ├── gather_excite.cpython-39.pyc │ │ │ │ │ ├── global_context.cpython-39.pyc │ │ │ │ │ ├── halo_attn.cpython-39.pyc │ │ │ │ │ ├── helpers.cpython-39.pyc │ │ │ │ │ ├── inplace_abn.cpython-39.pyc │ │ │ │ │ ├── lambda_layer.cpython-39.pyc │ │ │ │ │ ├── linear.cpython-39.pyc │ │ │ │ │ ├── mixed_conv2d.cpython-39.pyc │ │ │ │ │ ├── mlp.cpython-39.pyc │ │ │ │ │ ├── non_local_attn.cpython-39.pyc │ │ │ │ │ ├── norm.cpython-39.pyc │ │ │ │ │ ├── norm_act.cpython-39.pyc │ │ │ │ │ ├── padding.cpython-39.pyc │ │ │ │ │ ├── patch_embed.cpython-39.pyc │ │ │ │ │ ├── pool2d_same.cpython-39.pyc │ │ │ │ │ ├── selective_kernel.cpython-39.pyc │ │ │ │ │ ├── separable_conv.cpython-39.pyc │ │ │ │ │ ├── space_to_depth.cpython-39.pyc │ │ │ │ │ ├── split_attn.cpython-39.pyc │ │ │ │ │ ├── split_batchnorm.cpython-39.pyc │ │ │ │ │ ├── squeeze_excite.cpython-39.pyc │ │ │ │ │ ├── std_conv.cpython-39.pyc │ │ │ │ │ ├── test_time_pool.cpython-39.pyc │ │ │ │ │ ├── trace_utils.cpython-39.pyc │ │ │ │ │ └── weight_init.cpython-39.pyc │ │ │ │ ├── activations.py │ │ │ │ ├── activations_jit.py │ │ │ │ ├── activations_me.py │ │ │ │ ├── adaptive_avgmax_pool.py │ │ │ │ ├── attention_pool2d.py │ │ │ │ ├── blur_pool.py │ │ │ │ ├── bottleneck_attn.py │ │ │ │ ├── cbam.py │ │ │ │ ├── classifier.py │ │ │ │ ├── cond_conv2d.py │ │ │ │ ├── config.py │ │ │ │ ├── conv2d_same.py │ │ │ │ ├── conv_bn_act.py │ │ │ │ ├── create_act.py │ │ │ │ ├── create_attn.py │ │ │ │ ├── create_conv2d.py │ │ │ │ ├── create_norm_act.py │ │ │ │ ├── drop.py │ │ │ │ ├── eca.py │ │ │ │ ├── evo_norm.py │ │ │ │ ├── filter_response_norm.py │ │ │ │ ├── gather_excite.py │ │ │ │ ├── global_context.py │ │ │ │ ├── halo_attn.py │ │ │ │ ├── helpers.py │ │ │ │ ├── inplace_abn.py │ │ │ │ ├── lambda_layer.py │ │ │ │ ├── linear.py │ │ │ │ ├── median_pool.py │ │ │ │ ├── mixed_conv2d.py │ │ │ │ ├── ml_decoder.py │ │ │ │ ├── mlp.py │ │ │ │ ├── non_local_attn.py │ │ │ │ ├── norm.py │ │ │ │ ├── norm_act.py │ │ │ │ ├── padding.py │ │ │ │ ├── patch_embed.py │ │ │ │ ├── pool2d_same.py │ │ │ │ ├── pos_embed.py │ │ │ │ ├── selective_kernel.py │ │ │ │ ├── separable_conv.py │ │ │ │ ├── space_to_depth.py │ │ │ │ ├── split_attn.py │ │ │ │ ├── split_batchnorm.py │ │ │ │ ├── squeeze_excite.py │ │ │ │ ├── std_conv.py │ │ │ │ ├── test_time_pool.py │ │ │ │ ├── trace_utils.py │ │ │ │ └── weight_init.py │ │ │ ├── registry.py │ │ │ └── vision_transformer.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── agc.cpython-39.pyc │ │ │ │ ├── checkpoint_saver.cpython-39.pyc │ │ │ │ ├── clip_grad.cpython-39.pyc │ │ │ │ ├── cuda.cpython-39.pyc │ │ │ │ ├── decay_batch.cpython-39.pyc │ │ │ │ ├── distributed.cpython-39.pyc │ │ │ │ ├── jit.cpython-39.pyc │ │ │ │ ├── log.cpython-39.pyc │ │ │ │ ├── metrics.cpython-39.pyc │ │ │ │ ├── misc.cpython-39.pyc │ │ │ │ ├── model.cpython-39.pyc │ │ │ │ ├── model_ema.cpython-39.pyc │ │ │ │ ├── random.cpython-39.pyc │ │ │ │ └── summary.cpython-39.pyc │ │ │ ├── agc.py │ │ │ ├── checkpoint_saver.py │ │ │ ├── clip_grad.py │ │ │ ├── cuda.py │ │ │ ├── decay_batch.py │ │ │ ├── distributed.py │ │ │ ├── jit.py │ │ │ ├── log.py │ │ │ ├── metrics.py │ │ │ ├── misc.py │ │ │ ├── model.py │ │ │ ├── model_ema.py │ │ │ ├── random.py │ │ │ └── summary.py │ │ ├── version.py │ │ └── version.pyc │ └── __pycache__ │ │ ├── AGCAM.cpython-39.pyc │ │ └── sigmoid.cpython-39.pyc ├── AttentionRollout │ ├── AttentionRollout.py │ └── __pycache__ │ │ └── AttentionRollout.cpython-39.pyc └── LRP │ ├── ViT_LRP.py │ ├── ViT_explanation_generator.py │ ├── __pycache__ │ ├── ViT_LRP.cpython-39.pyc │ ├── ViT_explanation_generator.cpython-39.pyc │ ├── ViT_new.cpython-39.pyc │ ├── helpers.cpython-39.pyc │ ├── layer_helpers.cpython-39.pyc │ ├── layers_ours.cpython-39.pyc │ └── weight_init.cpython-39.pyc │ ├── helpers.py │ ├── layer_helpers.py │ ├── layers_ours.py │ └── weight_init.py ├── README.md ├── localization.py ├── requirements.txt ├── samples ├── ILSVRC2012_val_00000125.jpeg ├── ILSVRC2012_val_00001372.jpeg ├── ILSVRC2012_val_00001854.jpeg ├── catdog.png ├── dogbird.png └── tusker_zebra.png ├── save_h5.py ├── utils ├── __pycache__ │ └── bounding_box.cpython-39.pyc └── bounding_box.py └── visualization.ipynb /ABPC.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeemSaebom/Attention-Guided-CAM-Visual-Explanations-of-Vision-Transformer-Guided-by-Self-Attention/HEAD/ABPC.py -------------------------------------------------------------------------------- /Datasets/ILSVRC.py: -------------------------------------------------------------------------------- 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