├── .github └── teaser.png ├── .gitignore ├── .gitmodules ├── LICENSE ├── README.md ├── concept_freq_utils ├── README.md ├── calc_class_frequency.py ├── calc_class_frequency_metaclip.py └── calc_word_frequency.py ├── data_utils ├── README.md ├── arrange_laionet.py ├── assign_wnid_by_sim_laionet.py ├── create_incaps_caption_variants.py ├── create_incaps_subsets.py ├── create_incaps_trim_tail.py ├── create_laionet_match_freq.py ├── create_laionet_subsets.py └── create_yfcc15m_cls.py ├── exps_clip ├── README.md ├── run_pretrained_openclip.py └── scripts │ ├── ablate_caption │ ├── run_openclip_incap_rn50.sh │ ├── run_openclip_incap_rn50_cname+description.sh │ ├── run_openclip_incap_rn50_cname+description_freezetext.sh │ ├── run_openclip_incap_rn50_cname+description_inittext.sh │ ├── run_openclip_incap_rn50_cname+no_description.sh │ ├── run_openclip_incap_rn50_cname+no_description_freezetext.sh │ ├── run_openclip_incap_rn50_cname+no_description_inittext.sh │ ├── run_openclip_incap_rn50_cname+no_tags.sh │ ├── run_openclip_incap_rn50_cname+no_tags_freezetext.sh │ ├── run_openclip_incap_rn50_cname+no_tags_inittext.sh │ ├── run_openclip_incap_rn50_cname+no_title.sh │ ├── run_openclip_incap_rn50_cname+no_title_freezetext.sh │ ├── run_openclip_incap_rn50_cname+no_title_inittext.sh │ ├── run_openclip_incap_rn50_cname+tags.sh │ ├── run_openclip_incap_rn50_cname+tags_freezetext.sh │ ├── run_openclip_incap_rn50_cname+tags_inittext.sh │ ├── run_openclip_incap_rn50_cname+title.sh │ ├── run_openclip_incap_rn50_cname+title_freezetext.sh │ ├── run_openclip_incap_rn50_cname+title_inittext.sh │ ├── run_openclip_incap_rn50_freezetext.sh │ ├── run_openclip_incap_rn50_openai80.sh │ ├── run_openclip_incap_rn50_openai80_freezetext.sh │ ├── run_openclip_incap_rn50_openai80_synset.sh │ └── run_openclip_incap_rn50_openai80_synset_freezetext.sh │ ├── ablate_concept_set │ ├── run_openclip_cc12m_cls_rn50.sh │ ├── run_openclip_in100cap_rn50.sh │ ├── run_openclip_in100cap_rn50_freezetext.sh │ ├── run_openclip_incap01_rn50_a+cname_freezetext.sh │ ├── run_openclip_incap01_rn50_freezetext.sh │ └── run_openclip_yfcc15m_cls_rn50.sh │ ├── ablate_distribution │ ├── run_openclip_incap_rn50.sh │ ├── run_openclip_incap_rn50_freezetext.sh │ ├── run_openclip_laionet_match_incap_rn50.sh │ └── run_openclip_laionet_match_incap_rn50_freezetext.sh │ ├── ablate_diversity │ ├── run_openclip_laionet_thresh0.75_n448896_rn50.sh │ ├── run_openclip_laionet_thresh0.75_n448896_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.7_n448896_rn50.sh │ ├── run_openclip_laionet_thresh0.7_n448896_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.82_n448896_rn50.sh │ ├── run_openclip_laionet_thresh0.82_n448896_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.8_n448896_rn50.sh │ └── run_openclip_laionet_thresh0.8_n448896_rn50_freezetext.sh │ ├── ablate_imbalance │ ├── run_openclip_laionet_match_incap_rn50.sh │ ├── run_openclip_laionet_match_incap_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.7_n448896_rn50.sh │ └── run_openclip_laionet_thresh0.7_n448896_rn50_freezetext.sh │ ├── ablate_scale │ ├── run_openclip_laionet_thresh0.7_frac0.03125_rn50.sh │ ├── run_openclip_laionet_thresh0.7_frac0.03125_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.03125_rn50_freezetext_roberta.sh │ ├── run_openclip_laionet_thresh0.7_frac0.03125_rn50_inittext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.0625_rn50.sh │ ├── run_openclip_laionet_thresh0.7_frac0.0625_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.0625_rn50_freezetext_roberta.sh │ ├── run_openclip_laionet_thresh0.7_frac0.0625_rn50_inittext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.125_rn50.sh │ ├── run_openclip_laionet_thresh0.7_frac0.125_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.125_rn50_freezetext_roberta.sh │ ├── run_openclip_laionet_thresh0.7_frac0.125_rn50_inittext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.25_rn50.sh │ ├── run_openclip_laionet_thresh0.7_frac0.25_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.25_rn50_freezetext_roberta.sh │ ├── run_openclip_laionet_thresh0.7_frac0.25_rn50_inittext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.5_rn50.sh │ ├── run_openclip_laionet_thresh0.7_frac0.5_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.7_frac0.5_rn50_freezetext_roberta.sh │ ├── run_openclip_laionet_thresh0.7_frac0.5_rn50_inittext.sh │ ├── run_openclip_laionet_thresh0.7_rn50.sh │ ├── run_openclip_laionet_thresh0.7_rn50_freezetext.sh │ ├── run_openclip_laionet_thresh0.7_rn50_freezetext_roberta.sh │ └── run_openclip_laionet_thresh0.7_rn50_inittext.sh │ ├── trim_tail │ ├── run_openclip_incap_rn50_fstail100_ceil0.sh │ ├── run_openclip_incap_rn50_fstail100_ceil0_freezetext.sh │ ├── run_openclip_incap_rn50_fstail100_ceil1.sh │ ├── run_openclip_incap_rn50_fstail100_ceil1_freezetext.sh │ ├── run_openclip_incap_rn50_fstail200_ceil0.sh │ ├── run_openclip_incap_rn50_fstail200_ceil0_freezetext.sh │ ├── run_openclip_incap_rn50_fstail200_ceil1.sh │ ├── run_openclip_incap_rn50_fstail200_ceil1_freezetext.sh │ ├── run_openclip_incap_rn50_fstail20_ceil0.sh │ ├── run_openclip_incap_rn50_fstail20_ceil0_freezetext.sh │ ├── run_openclip_incap_rn50_fstail20_ceil1.sh │ ├── run_openclip_incap_rn50_fstail20_ceil1_freezetext.sh │ ├── run_openclip_incap_rn50_fstail500_ceil0.sh │ ├── run_openclip_incap_rn50_fstail500_ceil0_freezetext.sh │ ├── run_openclip_incap_rn50_fstail500_ceil1.sh │ ├── run_openclip_incap_rn50_fstail500_ceil1_freezetext.sh │ ├── run_openclip_incap_rn50_fstail50_ceil0.sh │ ├── run_openclip_incap_rn50_fstail50_ceil0_freezetext.sh │ ├── run_openclip_incap_rn50_fstail50_ceil1.sh │ ├── run_openclip_incap_rn50_fstail50_ceil1_freezetext.sh │ ├── run_openclip_incap_rn50_fstail5_ceil0.sh │ ├── run_openclip_incap_rn50_fstail5_ceil0_freezetext.sh │ ├── run_openclip_incap_rn50_fstail5_ceil1.sh │ └── run_openclip_incap_rn50_fstail5_ceil1_freezetext.sh │ └── zero_shot │ ├── run_all.sh │ ├── run_openclip_zs.sh │ └── run_openclip_zs_in100.sh ├── exps_dino ├── README.md ├── convert_dino_ckpt.py └── scripts │ ├── run_dino_imagenet_rn50_ep100.sh │ ├── run_dino_laionet_rn50_ep100.sh │ ├── run_dino_laionet_rn50_ep100_proto16384.sh │ ├── run_dino_laionet_rn50_ep100_sample1024.sh │ ├── run_dino_laionet_rn50_ep100_sample16384.sh │ ├── run_dino_laionet_rn50_ep100_sample4096.sh │ └── run_linear_transfer.sh ├── exps_sup ├── README.md ├── dataset.py ├── model.py ├── scripts │ ├── ablate_concept_set │ │ ├── run_supcls_cc12m_cls_rn50.sh │ │ ├── run_supcls_in100caps_rn50.sh │ │ ├── run_supcls_incaps01_rn50.sh │ │ ├── run_supcls_incaps_rn50.sh │ │ └── run_supcls_yfcc15m_cls_rn50.sh │ ├── ablate_distribution │ │ ├── run_supcls_laionet_match_incap_rn50.sh │ │ ├── run_supcls_laionet_match_incap_rn50_freezehead_a+cname.sh │ │ └── run_supcls_laionet_rn50_freezehead_a+cname.sh │ ├── ablate_voc │ │ ├── run_supcls_incaps_rn50.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead100_linr.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead100_sqrt.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead100_unfm.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead200_linr.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead200_sqrt.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead200_unfm.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead500_linr.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead500_sqrt.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead500_unfm.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead50_linr.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead50_sqrt.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_samplehead50_unfm.sh │ │ ├── run_supcls_incaps_rn50_samplehead100_linr.sh │ │ ├── run_supcls_incaps_rn50_samplehead100_sqrt.sh │ │ ├── run_supcls_incaps_rn50_samplehead100_unfm.sh │ │ ├── run_supcls_incaps_rn50_samplehead200_linr.sh │ │ ├── run_supcls_incaps_rn50_samplehead200_sqrt.sh │ │ ├── run_supcls_incaps_rn50_samplehead200_unfm.sh │ │ ├── run_supcls_incaps_rn50_samplehead500_linr.sh │ │ ├── run_supcls_incaps_rn50_samplehead500_sqrt.sh │ │ ├── run_supcls_incaps_rn50_samplehead500_unfm.sh │ │ ├── run_supcls_incaps_rn50_samplehead50_linr.sh │ │ ├── run_supcls_incaps_rn50_samplehead50_sqrt.sh │ │ └── run_supcls_incaps_rn50_samplehead50_unfm.sh │ ├── eval.sh │ └── trim_tail │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail100_ceil0.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail100_ceil0_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail100_ceil1.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail100_ceil1_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail200_ceil0.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail200_ceil0_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail200_ceil1.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail200_ceil1_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail20_ceil0.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail20_ceil0_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail20_ceil1.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail20_ceil1_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail500_ceil0.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail500_ceil0_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail500_ceil1.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail500_ceil1_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail50_ceil0.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail50_ceil0_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail50_ceil1.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail50_ceil1_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail5_ceil0.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail5_ceil0_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail5_ceil1.sh │ │ ├── run_supcls_incaps_rn50_freezehead_a+cname_fstail5_ceil1_samplehead_bs1024.sh │ │ ├── run_supcls_incaps_rn50_fstail100_ceil0.sh │ │ ├── run_supcls_incaps_rn50_fstail100_ceil1.sh │ │ ├── run_supcls_incaps_rn50_fstail200_ceil0.sh │ │ ├── run_supcls_incaps_rn50_fstail200_ceil1.sh │ │ ├── run_supcls_incaps_rn50_fstail20_ceil0.sh │ │ ├── run_supcls_incaps_rn50_fstail20_ceil1.sh │ │ ├── run_supcls_incaps_rn50_fstail500_ceil0.sh │ │ ├── run_supcls_incaps_rn50_fstail500_ceil1.sh │ │ ├── run_supcls_incaps_rn50_fstail50_ceil0.sh │ │ ├── run_supcls_incaps_rn50_fstail50_ceil1.sh │ │ ├── run_supcls_incaps_rn50_fstail5_ceil0.sh │ │ └── run_supcls_incaps_rn50_fstail5_ceil1.sh ├── train_sup.py └── utils.py ├── fig_utils ├── README.md ├── all_dataset_freqs.ipynb ├── all_openclip_corrs.ipynb ├── all_openclip_fgvc.ipynb ├── dino_transfer.ipynb ├── laionet_distributions.ipynb ├── laionet_scale_and_diversity_spearman.ipynb ├── openworld_concepts.ipynb ├── text_desc_and_voc.ipynb ├── trimtail_accs_headtail.ipynb ├── trimtail_analysis.ipynb └── tsne.ipynb ├── metadata ├── README.md ├── descriptors │ ├── descriptors_cars.json │ ├── descriptors_cub.json │ ├── descriptors_dtd.json │ ├── descriptors_eurosat.json │ ├── descriptors_fgvcaircraft.json │ ├── descriptors_flowers102.json │ ├── descriptors_food101.json │ ├── descriptors_imagenet.json │ ├── descriptors_imagenet_synset.json │ ├── descriptors_pets.json │ └── descriptors_places365.json ├── freqs │ ├── class_frequency_cc12m_cls_imagenet_ori.txt │ ├── class_frequency_cc12m_cub.txt │ ├── class_frequency_cc12m_dtd.txt │ ├── class_frequency_cc12m_eurosat.txt │ ├── class_frequency_cc12m_flowers102.txt │ ├── class_frequency_cc12m_food101.txt │ ├── class_frequency_cc12m_imagenet.txt │ ├── class_frequency_cc12m_imagenet_ori.txt │ ├── class_frequency_cc12m_pets.txt │ ├── class_frequency_cc12m_places365.txt │ ├── class_frequency_incaps_description_only_imagenet_ori.txt │ ├── class_frequency_incaps_imagenet.txt │ ├── class_frequency_incaps_imagenet100_ori.txt │ ├── class_frequency_incaps_imagenet_ori.txt │ ├── class_frequency_incaps_n44548_ori.txt │ ├── class_frequency_incaps_no_description_imagenet_ori.txt │ ├── class_frequency_incaps_no_tags_imagenet_ori.txt │ ├── class_frequency_incaps_no_title_imagenet_ori.txt │ ├── class_frequency_incaps_tags_only_imagenet_ori.txt │ ├── class_frequency_incaps_title_only_imagenet_ori.txt │ ├── class_frequency_laion2b_cub.txt │ ├── class_frequency_laion2b_dtd.txt │ ├── class_frequency_laion2b_eurosat.txt │ ├── class_frequency_laion2b_flowers102.txt │ ├── class_frequency_laion2b_food101.txt │ ├── class_frequency_laion2b_imagenet.txt │ ├── class_frequency_laion2b_imagenet_ori.txt │ ├── class_frequency_laion2b_pets.txt │ ├── class_frequency_laion2b_places365.txt │ ├── class_frequency_laion400m_cub.txt │ ├── class_frequency_laion400m_dtd.txt │ ├── class_frequency_laion400m_eurosat.txt │ ├── class_frequency_laion400m_flowers102.txt │ ├── class_frequency_laion400m_food101.txt │ ├── class_frequency_laion400m_imagenet.txt │ ├── class_frequency_laion400m_imagenet_ori.txt │ ├── class_frequency_laion400m_pets.txt │ ├── class_frequency_laion400m_places365.txt │ ├── class_frequency_laionet_match_incap_ori.txt │ ├── class_frequency_laionet_thresh0.75_n448896_ori.txt │ ├── class_frequency_laionet_thresh0.75_ori.txt │ ├── class_frequency_laionet_thresh0.7_frac0.03125_ori.txt │ ├── class_frequency_laionet_thresh0.7_frac0.0625_ori.txt │ ├── class_frequency_laionet_thresh0.7_frac0.125_ori.txt │ ├── class_frequency_laionet_thresh0.7_frac0.25_ori.txt │ ├── class_frequency_laionet_thresh0.7_frac0.5_ori.txt │ ├── class_frequency_laionet_thresh0.7_n448896_ori.txt │ ├── class_frequency_laionet_thresh0.7_ori.txt │ ├── class_frequency_laionet_thresh0.82_n448896_ori.txt │ ├── class_frequency_laionet_thresh0.82_ori.txt │ ├── class_frequency_laionet_thresh0.85_ori.txt │ ├── class_frequency_laionet_thresh0.88_ori.txt │ ├── class_frequency_laionet_thresh0.8_n448896_ori.txt │ ├── class_frequency_laionet_thresh0.8_ori.txt │ ├── class_frequency_laionet_thresh0.9_ori.txt │ ├── class_frequency_metaclip_400m_cub.txt │ ├── class_frequency_metaclip_400m_cub_ori.txt │ ├── class_frequency_metaclip_400m_dtd.txt │ ├── class_frequency_metaclip_400m_dtd_ori.txt │ ├── class_frequency_metaclip_400m_eurosat.txt │ ├── class_frequency_metaclip_400m_eurosat_ori.txt │ ├── class_frequency_metaclip_400m_flowers102.txt │ ├── class_frequency_metaclip_400m_flowers102_ori.txt │ ├── class_frequency_metaclip_400m_food101.txt │ ├── class_frequency_metaclip_400m_food101_ori.txt │ ├── class_frequency_metaclip_400m_imagenet.txt │ ├── class_frequency_metaclip_400m_imagenet_ori.txt │ ├── class_frequency_metaclip_400m_pets.txt │ ├── class_frequency_metaclip_400m_pets_ori.txt │ ├── class_frequency_metaclip_400m_places365.txt │ ├── class_frequency_metaclip_400m_places365_ori.txt │ ├── class_frequency_metaclip_fullcc_cub.txt │ ├── class_frequency_metaclip_fullcc_cub_ori.txt │ ├── class_frequency_metaclip_fullcc_dtd.txt │ ├── class_frequency_metaclip_fullcc_dtd_ori.txt │ ├── class_frequency_metaclip_fullcc_eurosat.txt │ ├── class_frequency_metaclip_fullcc_eurosat_ori.txt │ ├── class_frequency_metaclip_fullcc_flowers102.txt │ ├── class_frequency_metaclip_fullcc_flowers102_ori.txt │ ├── class_frequency_metaclip_fullcc_food101.txt │ ├── class_frequency_metaclip_fullcc_food101_ori.txt │ ├── class_frequency_metaclip_fullcc_imagenet.txt │ ├── class_frequency_metaclip_fullcc_imagenet_ori.txt │ ├── class_frequency_metaclip_fullcc_pets.txt │ ├── class_frequency_metaclip_fullcc_pets_ori.txt │ ├── class_frequency_metaclip_fullcc_places365.txt │ ├── class_frequency_metaclip_fullcc_places365_ori.txt │ ├── class_frequency_yfcc15m_cls_imagenet_ori.txt │ ├── class_frequency_yfcc15m_cub.txt │ ├── class_frequency_yfcc15m_dtd.txt │ ├── class_frequency_yfcc15m_eurosat.txt │ ├── class_frequency_yfcc15m_flowers102.txt │ ├── class_frequency_yfcc15m_food101.txt │ ├── class_frequency_yfcc15m_imagenet.txt │ ├── class_frequency_yfcc15m_imagenet_ori.txt │ ├── class_frequency_yfcc15m_pets.txt │ └── class_frequency_yfcc15m_places365.txt ├── heads │ ├── in1k_clip_rn50_wit400m_a+cname.pt │ ├── in1k_clip_rn50_wit400m_a+cname_avg.pt │ ├── in1k_clip_rn50_wit400m_cname.pt │ ├── in1k_clip_rn50_wit400m_openai_template.pt │ ├── in1k_clip_rn50_wit400m_photo+cname.pt │ ├── in1k_clip_rn50_wit400m_simple_template.pt │ ├── in1k_clip_vitb32_wit400m_a+cname.pt │ ├── in1k_openclip_vitb32_laion400m_a+cname.pt │ └── in1k_roberta_a+cname.pt ├── imagenet100_idxs.txt └── zero_shot_metadata.py ├── requirements.txt └── tools ├── dump_clip_txt_features.py ├── eval_img2img_sims.py └── extract_val_features.py /.github/teaser.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CVMI-Lab/clip-beyond-tail/HEAD/.github/teaser.png -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | *.DS_STORE 2 | __pycache__ 3 | .ipynb_checkpoints 4 | output 5 | logs* -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- 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