48 citations · 52 across the 11 of their papers we have counts for
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cs.CV2026
AlbumFill: Album-Guided Reasoning and Retrieval for Personalized Image Completion
Yu-Ju Tsai, Brian Price, Qing Liu +5
Personalized image completion aims to restore occluded regions in personal photos while preserving identity and appearance. Existing methods either rely on generic inpainting model…
cs.CV2026
Rethinking Global Text Conditioning in Diffusion Transformers
Nikita Starodubcev, Daniil Pakhomov, Zongze Wu +6
Diffusion transformers typically incorporate textual information via attention layers and a modulation mechanism using a pooled text embedding. Nevertheless, recent approaches disc…