├── checkpoint_path └── log_train.txt ├── LICENSE ├── README.md ├── active_selection ├── __init__.py ├── base.py ├── dummy.py ├── my_bvsb.py ├── my_bvsb_banignore.py ├── my_bvsb_clsbal_v2.py ├── my_bvsb_clsbal_v2_banignore.py ├── my_bvsb_predclsbal_pwr.py ├── my_bvsb_predclsbal_pwr_banignore.py ├── my_random.py └── utils.py ├── actsegmul.yml ├── d2ada_230425.yml ├── dataloader ├── __init__.py ├── active_dataset.py ├── constant.py ├── dataset.py ├── eval_region_cityscapes_all.py ├── eval_region_cityscapes_ratiofilt_all.py ├── eval_region_cityscapes_withinmulti.py ├── eval_region_voc_all.py ├── eval_region_voc_all_ms.py ├── ext_transforms.py ├── init_data │ ├── cityscapes │ │ ├── gen_seedspx_list.ipynb │ │ ├── info.json │ │ ├── temp.dict │ │ ├── temp.txt │ │ ├── train.dict │ │ ├── train.txt │ │ ├── train_seed1024.dict │ │ ├── train_seed1024.txt │ │ ├── train_seed1024_dominant.txt │ │ ├── train_seed1024_or.txt │ │ ├── train_seed128.dict │ │ ├── train_seed128.txt │ │ ├── train_seed128_dominant.txt │ │ ├── train_seed128_num_class.dict │ │ ├── train_seed128_or.txt │ │ ├── train_seed131072.dict │ │ ├── train_seed131072.txt │ │ ├── train_seed131072_or.txt │ │ ├── train_seed2048.dict │ │ ├── train_seed2048.txt │ │ ├── train_seed2048_dominant.txt │ │ ├── train_seed2048_or.txt │ │ ├── train_seed256.dict │ │ ├── train_seed256.txt │ │ ├── train_seed256_dominant.txt │ │ ├── train_seed256_or.txt │ │ ├── train_seed32.dict │ │ ├── train_seed32.txt │ │ ├── train_seed32768.dict │ │ ├── train_seed32768.txt │ │ ├── train_seed32768_or.txt │ │ ├── train_seed32_dominant.txt │ │ ├── train_seed32_or.txt │ │ ├── train_seed4096.dict │ │ ├── train_seed4096.txt │ │ ├── train_seed4096_dominant.txt │ │ ├── train_seed4096_or.txt │ │ ├── train_seed512.dict │ │ ├── train_seed512.txt │ │ ├── train_seed512_dominant.txt │ │ ├── train_seed512_or.txt │ │ ├── train_seed64.dict │ │ ├── train_seed64.txt │ │ ├── train_seed64_dominant.txt │ │ ├── train_seed64_or.txt │ │ ├── train_seed8192.dict │ │ ├── train_seed8192.txt │ │ ├── train_seed8192_dominant.txt │ │ ├── train_seed8192_or.txt │ │ ├── train_slic2048.dict │ │ ├── train_slic2048.txt │ │ ├── train_slic2048_dominant.txt │ │ ├── train_slic2048_or.txt │ │ └── val.txt │ └── voc │ │ ├── gen_or.py │ │ ├── gen_seed.py │ │ ├── gen_seedspx_list.ipynb │ │ ├── train.txt │ │ ├── train_seed150.dict │ │ ├── train_seed150.txt │ │ ├── train_seed150_dominant.dict │ │ ├── train_seed150_dominant.txt │ │ ├── train_seed150_or.txt │ │ ├── train_seed16.dict │ │ ├── train_seed16.txt │ │ ├── train_seed16_dominant.dict │ │ ├── train_seed16_dominant.txt │ │ ├── train_seed16_or.txt │ │ ├── train_seed32.dict │ │ ├── train_seed32.txt │ │ ├── train_seed32_dominant.dict │ │ ├── train_seed32_dominant.txt │ │ ├── train_seed600.dict │ │ ├── train_seed600.txt │ │ ├── train_seed600_dominant.dict │ │ ├── train_seed600_dominant.txt │ │ ├── train_seed600_or.txt │ │ └── val.txt ├── mseg_region_active_dataset.py ├── mseg_region_cityscapes.py ├── mseg_region_cityscapes_or_tensor.py ├── region_active_dataset.py ├── region_cityscapes.py ├── region_cityscapes_all.py ├── region_cityscapes_count_all.py ├── region_cityscapes_dom_w_gt.py ├── region_cityscapes_dominant_all.py ├── region_cityscapes_dominant_all_sample.py ├── region_cityscapes_gta5.py ├── region_cityscapes_or.py ├── region_cityscapes_or_all.py ├── region_cityscapes_or_oracle.py ├── region_cityscapes_or_oracle_woignore.py ├── region_cityscapes_or_plbl.py ├── region_cityscapes_or_tensor.py ├── region_cityscapes_or_tensor_dominantsample_gt.py ├── region_cityscapes_or_tensor_ignore.py ├── region_cityscapes_or_tensor_ignore_async.py ├── region_cityscapes_or_tensor_ignore_asyncv2.py ├── region_cityscapes_or_tensor_ignore_gt.py ├── region_cityscapes_or_tensor_oracle.py ├── region_cityscapes_or_tensor_ratiofilter_gt.py ├── region_cityscapes_or_tensor_ratiosample_gt.py ├── region_cityscapes_or_tensor_tinyfilter_gt.py ├── region_cityscapes_or_tensor_tinyfilter_recommend_gt.py ├── region_cityscapes_or_tensor_tinyfilter_recommend_gt_lossoracle.py ├── region_cityscapes_or_tensor_toponebase_gt.py ├── region_cityscapes_oracle.py ├── region_cityscapes_plbl.py ├── region_cityscapes_predignore.py ├── region_cityscapes_tensor.py ├── region_cityscapes_visualize_minor.py ├── region_cityscapes_withgt.py ├── region_dataset.py ├── region_voc.py ├── region_voc_dominant_16.py ├── region_voc_dominant_all.py ├── region_voc_or_tensor.py ├── region_voc_or_tensor_16.py ├── region_voc_plbl.py ├── region_voc_tensor copy.py ├── region_voc_tensor.py ├── transform.py ├── transform_voc.py └── utils.py ├── eval_AL.py ├── eval_AL_voc.py ├── models ├── __init__.py └── segmentation │ ├── __init__.py │ ├── backbone │ ├── __init__.py │ ├── mobilenetv2.py │ └── resnet.py │ ├── deeplabv2.py │ ├── deeplabv3.py │ ├── modeling.py │ └── utils.py ├── script ├── open_source │ ├── eval_city_mul_res50.sh │ ├── eval_voc_mul_res50.sh │ ├── infer_voc_mul_res50.sh │ ├── train_city_mul_res50.sh │ └── train_voc_mul_res50.sh └── paper_experiment_final │ ├── Table2 │ ├── (a)Cityscapes_Stage2_Mul+PixBal.sh │ ├── (b)Cityscapes_Stage2_Disambig_Mul+PixBal.sh │ ├── (c)Cityscapes_Mul+ClassBal.sh │ ├── (d)wo_Lpp.sh │ └── (e)wo_Lmp.sh │ ├── data_generation │ ├── City_Dom.sh │ ├── City_Mul.sh │ ├── SEED_2048.sh │ ├── VOC_Dom.sh │ └── VOC_Mul.sh │ ├── figure4 │ ├── figure4(a) -ResNet101 │ │ ├── Cityscapes_Mul+BvSB.sh │ │ ├── Cityscapes_Mul+ClassBal.sh │ │ ├── Cityscapes_Mul+PixBal.sh │ │ ├── Cityscapes_Mul+Random.sh │ │ ├── Cityscapes_Stage2_Mul+BvSB.sh │ │ ├── Cityscapes_Stage2_Mul+ClassBal.sh │ │ ├── Cityscapes_Stage2_Mul+PixBal.sh │ │ └── Cityscapes_Stage2_Mul+Random.sh │ ├── figure4(a) -ResNet50 │ │ ├── Cityscapes_Mul+BvSB.sh │ │ ├── Cityscapes_Mul+ClassBal.sh │ │ ├── Cityscapes_Mul+PixBal.sh │ │ ├── Cityscapes_Mul+Random.sh │ │ ├── Cityscapes_Stage2_Mul+BvSB.sh │ │ ├── Cityscapes_Stage2_Mul+ClassBal.sh │ │ ├── Cityscapes_Stage2_Mul+PixBal.sh │ │ └── Cityscapes_Stage2_Mul+Random.sh │ ├── figure4(b)-ResNet101 │ │ ├── VOC_Mul+BvSB.sh │ │ ├── VOC_Mul+ClassBal.sh │ │ ├── VOC_Mul+PixBal.sh │ │ ├── VOC_Mul+Random.sh │ │ ├── VOC_Stage2_Mul+BvSB.sh │ │ ├── VOC_Stage2_Mul+ClassBal.sh │ │ ├── VOC_Stage2_Mul+PixBal.sh │ │ └── VOC_Stage2_Mul+Random.sh │ └── figure4(b)-ResNet50 │ │ ├── VOC_Mul+BvSB.sh │ │ ├── VOC_Mul+ClassBal.sh │ │ ├── VOC_Mul+PixBal.sh │ │ ├── VOC_Mul+Random.sh │ │ ├── VOC_Stage2_Mul+BvSB.sh │ │ ├── VOC_Stage2_Mul+ClassBal.sh │ │ ├── VOC_Stage2_Mul+PixBal.sh │ │ └── VOC_Stage2_Mul+Random.sh │ └── figure7 │ ├── (a)w_prototype.sh │ ├── (a)wo_prototype_.sh │ ├── (b)Cityscapes_Stage2_Dom+PixBal.sh │ └── (b)Cityscapes_Stage2_Mul+PixBal.sh ├── tools ├── __init__.py ├── label_assignment_dominant.py ├── label_assignment_dominant_voc.py ├── label_assignment_tensor.py └── label_assignment_tensor_voc.py ├── train_AL.py ├── train_AL_voc.py ├── train_stage2_AL.py ├── train_stage2_AL_voc.py ├── trainer ├── __init__.py ├── active.py ├── active_joint_hier_multi.py ├── active_joint_hier_multi_async.py ├── active_joint_hier_multi_async_weight.py ├── active_joint_multi.py ├── active_joint_multi_ablation.py ├── active_joint_multi_analysis.py ├── active_joint_multi_lossdecomp.py ├── active_joint_multi_lossdecomp_rc.py ├── active_joint_multi_lossdecomp_topone.py ├── active_joint_multi_predignore.py ├── active_joint_multi_predignore_exclusivece.py ├── active_joint_multi_predignore_logprecision.py ├── active_joint_multi_predignore_lossdecomp.py ├── active_joint_multi_predignore_lscale.py ├── active_joint_multi_predignore_mclossablation.py ├── active_joint_multi_predignore_mclossablation2.py ├── active_joint_multi_predignore_mseg.py ├── active_joint_multi_predignore_multice_precise.py ├── active_joint_multi_predignore_multient.py ├── active_joint_multi_predignore_precise.py ├── active_joint_multi_predignore_sequence.py ├── active_joint_multi_predignore_top1plbl.py ├── active_joint_multi_predignore_wgroup.py ├── active_onlineplbl_multi_predignore.py ├── active_onlineplbl_multi_predignore_domc.py ├── active_onlinesimwplbl_multi_predignore.py ├── active_onlinesimwplbl_multi_predignore_domc.py ├── active_onlinewplbl_multi_predignore.py ├── active_onlinewplblonly_multi_predignore.py ├── active_predignore.py ├── active_pwce_multi_predignore.py ├── active_slide.py ├── active_voc.py ├── base.py ├── base_voc.py ├── eval_all_cosplbl_prop.py ├── eval_all_dominant.py ├── eval_cosplbl_filt_within_multihot.py ├── eval_cosplbl_within_multihot.py ├── eval_ensemble_plbl_within_multihot.py ├── eval_maxcosplbl_within_multihot.py ├── eval_naive.py ├── eval_naive_vis.py ├── eval_save_candidateplbl.py ├── eval_save_candidateplbl_prop.py ├── eval_save_cosplbl.py ├── eval_save_cosplbl_filtgt.py ├── eval_save_cosplbl_naive_voc.py ├── eval_save_cosplbl_naive_voc_ms.py ├── eval_save_cosplbl_naiveprop.py ├── eval_save_cosplbl_prop.py ├── eval_save_cosplbl_prop_filtered.py ├── eval_save_cosplbl_prop_includeonehot.py ├── 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