Transformer Based Pluralistic Image Completion With Reduced Information Loss

Transformer based methods have achieved great success in image inpainting recently. However, we find that these solutions regard each pixel as a token, thus suffering from an information loss issue from two aspects: 1) They downsample the input image into much lower resolutions for efficiency consid...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 10 vom: 31. Okt., Seite 6652-6668
Auteur principal: Liu, Qiankun (Auteur)
Autres auteurs: Jiang, Yuqi, Tan, Zhentao, Chen, Dongdong, Fu, Ying, Chu, Qi, Hua, Gang, Yu, Nenghai
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article