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@@ -1,6 +1,6 @@
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# GroupViT: Semantic Segmentation Emerges from Text Supervision
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-This repository is the official implementation for GroupViT introduced in the paper:
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+This repository is the official implementation for the GroupViT framework introduced in the paper:
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[**GroupViT: Semantic Segmentation Emerges from Text Supervision**](https://arxiv.org/abs/2202.11094)
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<br>
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@@ -9,9 +9,12 @@ This repository is the official implementation for GroupViT introduced in the pa
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[*Wonmin Byeon*](https://wonmin-byeon.github.io/),
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[*Thomas Breuel*](http://www.tmbdev.net/),
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[*Jan Kautz*](https://research.nvidia.com/person/jan-kautz),
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-[*Xiaolong Wang*](https://xiaolonw.github.io/)
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+[*Xiaolong Wang*](https://xiaolonw.github.io/),
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<br>
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-CVPR 2022
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+CVPR 2022.
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+
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+GroupViT is a framework for learning to perform semantic segmentation guided purely by text annotations,
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+which performs bottom-up heirarchical spatial grouping of semantically-related visual regions.
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The project page with examples is at [https://jerryxu.net/GroupViT/](https://jerryxu.net/GroupViT/).
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Shalini De Mello