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https://github.com/mertyg/vision-language-models-are-bows
Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023
https://github.com/mertyg/vision-language-models-are-bows
blip clip compositionality multimodal pytorch vision-language
Last synced: about 1 month ago
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Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023
- Host: GitHub
- URL: https://github.com/mertyg/vision-language-models-are-bows
- Owner: mertyg
- License: mit
- Created: 2022-10-07T17:56:24.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-06-07T04:12:23.000Z (over 1 year ago)
- Last Synced: 2023-06-07T05:23:10.056Z (over 1 year ago)
- Topics: blip, clip, compositionality, multimodal, pytorch, vision-language
- Language: Python
- Homepage:
- Size: 6.01 MB
- Stars: 93
- Watchers: 7
- Forks: 8
- Open Issues: 2