├── Figures ├── example.png ├── method.png └── performance.png ├── README.md ├── concat_kmeans.py ├── data └── WordNetNouns.csv ├── data_utils.py ├── eval_utils.py ├── filter_nouns.py ├── image_embedding.py ├── loss_utils.py ├── models.py ├── retrieve_text.py ├── text_embedding.py └── train_head.py /Figures/example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/Figures/example.png -------------------------------------------------------------------------------- /Figures/method.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/Figures/method.png -------------------------------------------------------------------------------- /Figures/performance.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/Figures/performance.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/README.md -------------------------------------------------------------------------------- /concat_kmeans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/concat_kmeans.py -------------------------------------------------------------------------------- /data/WordNetNouns.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/data/WordNetNouns.csv -------------------------------------------------------------------------------- /data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/data_utils.py -------------------------------------------------------------------------------- /eval_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/eval_utils.py -------------------------------------------------------------------------------- /filter_nouns.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/filter_nouns.py -------------------------------------------------------------------------------- /image_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/image_embedding.py -------------------------------------------------------------------------------- /loss_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/loss_utils.py -------------------------------------------------------------------------------- /models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/models.py -------------------------------------------------------------------------------- /retrieve_text.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/retrieve_text.py -------------------------------------------------------------------------------- /text_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/text_embedding.py -------------------------------------------------------------------------------- /train_head.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Yunfan-Li/Image-Clustering-with-External-Guidance/HEAD/train_head.py --------------------------------------------------------------------------------