├── .gitignore ├── .gitmodules ├── LICENSE ├── README.md ├── __init__.py ├── config ├── config-c3d.yaml ├── config-predictive-corrective.yaml ├── config-resnet.yaml ├── config-vgg-pyramid.yaml ├── config-vgg-recurrent.yaml ├── config-vgg.yaml ├── data_paths.yaml ├── local_data_paths.yaml └── subsample │ ├── config-subsample-template.yaml │ └── create_subsample_config.py ├── data_loader.lua ├── data_source.lua ├── debug ├── clearState_tests │ ├── test.lua │ ├── test1.lua │ ├── test1_blah.lua │ ├── test1_breaks_correctly.lua │ ├── test1_breaks_correctly_on_2_gpus.lua │ └── test_reproducible.lua ├── debug_compare_data_sources.lua ├── debug_map.lua ├── debug_sampler.lua ├── debug_util.lua └── debug_vgg_pyramid.lua ├── download.sh ├── dump_git_info.sh ├── evaluator.lua ├── experimental └── samplers.lua ├── last_step_criterion.lua ├── layers ├── CCumSumTable.lua ├── CRollingDiffTable.lua ├── ConcatTableFunctional.lua ├── ConcatTableFunctionalReinit.lua ├── InitUpdateRecurrent.lua ├── PeriodicResidualTable.lua ├── PredictiveCorrectiveBlock.lua ├── PredictiveCorrectiveRecurrent.lua └── init.lua ├── lmdb_data_source.lua ├── main.lua ├── notes.md ├── reproduce_experiment.sh ├── samplers.lua ├── scripts ├── __init__.py ├── average_predictions_hdf5.py ├── batch_label_distribution.lua ├── caffe_to_torch.lua ├── compute_image_mean.py ├── compute_map.py ├── compute_video_activations.lua ├── count_labels.py ├── evaluate_model.lua ├── flip_pyramid_model.lua ├── imports.lua ├── make_block_predictive_corrective.lua ├── make_lstm.lua ├── make_predictive_corrective.lua ├── make_pyramid_model.lua ├── make_recurrent.lua ├── one-off │ ├── README.md │ ├── ap_difference.py │ ├── c3d_extract_features.lua │ ├── check_model_outputs.lua │ ├── combine_videos.py │ ├── compare_aps.py │ ├── compute_map_by_location_in_sequence.py │ ├── count_reinit.py │ ├── create_models_averager.lua │ ├── dump_rnn_weights.lua │ ├── extract_pyramid_path.lua │ ├── make_recurrent_vgg_with_fixed_bottom.lua │ ├── plot_activation_correlations.py │ ├── plot_map_vs_sample_counts.py │ ├── plot_pr.sh │ ├── run_discard_experiments.sh │ ├── run_reinit_experiments.sh │ ├── sum_and_save.lua │ ├── update_dropout_p.lua │ └── update_reinit.lua ├── plot_correlations.py ├── postprocess_charades_submission.py ├── print_model.lua ├── reset_net.lua ├── sample_activation_correlations.py ├── select_model_outputs.lua ├── test_inplace_ops.lua ├── update_resnet_for_multithumos.lua ├── update_vgg_for_multithumos.lua ├── util.py └── visualizations │ ├── __init__.py │ ├── create_activations_video.py │ ├── diff_predictions │ ├── .gitignore │ ├── main.py │ └── templates │ │ ├── index.html │ │ └── prediction_diff.html │ ├── plot_prec_rec.py │ ├── plot_training_progress.py │ ├── predictive_corrective_changes │ ├── .gitignore │ ├── main.py │ └── templates │ │ ├── index.html │ │ └── prediction_changes.html │ ├── video_util │ └── visualize_torch_weights.py ├── tests ├── CCumSumTable_test.lua ├── CRollingDiffTable_test.lua ├── 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