{"id":23446091,"url":"https://github.com/wangkai930418/attndistill","last_synced_at":"2025-06-13T16:34:38.341Z","repository":{"id":167302348,"uuid":"544023165","full_name":"wangkai930418/attndistill","owner":"wangkai930418","description":"code for our paper \"Attention Distillation: self-supervised vision transformer students need more guidance\" in BMVC 2022","archived":false,"fork":false,"pushed_at":"2022-10-04T07:44:05.000Z","size":30,"stargazers_count":16,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-27T06:05:31.994Z","etag":null,"topics":["bmvc","knowledge-distillation","self-supervised-learning","teacher-student-learning","vision-transformers"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/wangkai930418.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-10-01T12:41:54.000Z","updated_at":"2025-02-13T01:53:22.000Z","dependencies_parsed_at":null,"dependency_job_id":"57e05f4d-d4d6-4410-99a7-e4d73462b6a5","html_url":"https://github.com/wangkai930418/attndistill","commit_stats":null,"previous_names":["wangkai930418/attndistill"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangkai930418%2Fattndistill","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangkai930418%2Fattndistill/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangkai930418%2Fattndistill/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wangkai930418%2Fattndistill/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/wangkai930418","download_url":"https://codeload.github.com/wangkai930418/attndistill/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248732484,"owners_count":21152852,"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":["bmvc","knowledge-distillation","self-supervised-learning","teacher-student-learning","vision-transformers"],"created_at":"2024-12-23T20:29:38.871Z","updated_at":"2025-04-13T15:11:34.620Z","avatar_url":"https://github.com/wangkai930418.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **[Attention Distillation: self-supervised vision transformer students need more guidance (BMVC 2022)](https://arxiv.org/abs/2210.00944)**\n\n[Kai Wang](https://scholar.google.com/citations?user=j14vd0wAAAAJ), [Fei Yang](https://scholar.google.com/citations?user=S1gksNwAAAAJ\u0026hl=en) and [Joost van de Weijer](https://scholar.google.com/citations?user=Gsw2iUEAAAAJ\u0026hl=en)\n\n## Requirements\nPlease check the packages in your environment with the \"requirements.txt\", normally these scripts don't depend on much on the package versions.\n\n## Reproducing\nPlease modify the data paths in \"dino_teacher.sh\" and \"mugs_teacher.sh\" to run the scripts by \"bash xxx.sh\".\n\n## Download\nThe teacher models checkpoints can be downloaded from the github repositories of DINO (https://github.com/facebookresearch/dino) and Mugs (https://github.com/sail-sg/mugs).\n\n## Others\nIf you have any question, do not hesitate to contact me or post an issue.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwangkai930418%2Fattndistill","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwangkai930418%2Fattndistill","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwangkai930418%2Fattndistill/lists"}