{"id":13451140,"url":"https://github.com/doubledaibo/compcaption_neurips2018","last_synced_at":"2025-03-23T18:31:52.170Z","repository":{"id":83684351,"uuid":"153562956","full_name":"doubledaibo/compcaption_neurips2018","owner":"doubledaibo","description":"A Neural Compositional Paradigm for Image Captioning","archived":false,"fork":false,"pushed_at":"2019-04-03T11:28:32.000Z","size":925,"stargazers_count":9,"open_issues_count":2,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-10-28T18:14:37.106Z","etag":null,"topics":["compositionality","image-captioning","neurips-2018","nlp"],"latest_commit_sha":null,"homepage":"","language":"Lua","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/doubledaibo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2018-10-18T04:20:09.000Z","updated_at":"2022-03-21T07:40:40.000Z","dependencies_parsed_at":"2023-07-01T19:09:20.496Z","dependency_job_id":null,"html_url":"https://github.com/doubledaibo/compcaption_neurips2018","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/doubledaibo%2Fcompcaption_neurips2018","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/doubledaibo%2Fcompcaption_neurips2018/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/doubledaibo%2Fcompcaption_neurips2018/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/doubledaibo%2Fcompcaption_neurips2018/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/doubledaibo","download_url":"https://codeload.github.com/doubledaibo/compcaption_neurips2018/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245149397,"owners_count":20568899,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["compositionality","image-captioning","neurips-2018","nlp"],"created_at":"2024-07-31T07:00:48.818Z","updated_at":"2025-03-23T18:31:47.149Z","avatar_url":"https://github.com/doubledaibo.png","language":"Lua","funding_links":[],"categories":["2018"],"sub_categories":[],"readme":"# Code of [A Neural Compositional Paradigm for Image Captioning](http://papers.nips.cc/paper/7346-a-neural-compositional-paradigm-for-image-captioning)\n\nBorrowed some code from [AdaptiveAttention](https://github.com/jiasenlu/AdaptiveAttention).\n\n## Overview\n\n![Overview](compcap.png)\n\n## Summarization\n\n- We propose a compositional captioning model, where caption generation follows a recursive structure, \nwhich naturally fits the properties of human language. \nSpecifically,\nwe could generate diverse captions based on the same visual semantics by changing syntax,\nor attentions. \n\n![Good](samples.png)\n\n## Codes\n\n- *nlp*: scripts for processing sentences using a nlp toolkit\n\n- *data*: scripts for processing data\n\n- *misc*: models, dataloaders, and auxiliary codes\n\n- *image_models*: pretrained image models\n\n- *test*: scripts for studies\n\n- *scripts*: bashs\n\n## Citation\n\n```\n@inproceedings{dai2018aneural,\ntitle = {A Neural Compositional Paradigm for Image Captioning},\nauthor = {Dai, Bo and Fidler, Sanja and Lin, Dahua},\nbooktitle = {Advances in Neural Information Processing Systems 31},\npages = {658--668},\nyear = {2018}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdoubledaibo%2Fcompcaption_neurips2018","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdoubledaibo%2Fcompcaption_neurips2018","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdoubledaibo%2Fcompcaption_neurips2018/lists"}