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Open-vocabulary Panoptic Segmentation with Embedding Modulation
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Open-vocabulary Panoptic Segmentation with Embedding Modulation More Information Personal website Lab website Github Open-vocabulary Panoptic Segmentation with Embedding Modulation Xi Chen 1 , Shuang Li 2 , Ser-Nam Lim 3 , Antonio Torralba 2 , Hengshuang Zhao 1,2 , 1 The University of Hong Kong, 2 Massachusetts Institute of Technology 3 Meta AI Paper arXiv Video(comming soon) Code(comming soon) Abstract Open-vocabulary image segmentation is attracting increasing attention due to its critical applications in the real world. Traditional closed-vocabulary segmentation methods are not able to characterize novel objects, whereas several recent open-vocabulary attempts obtain unsatisfactory results, i.e., notable performance reduction on the closedvocabulary and massive demand for extra data. To this end, we p...
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