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2512.17909
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Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing
19 December 2025
Shilong Zhang
He Zhang
Zhifei Zhang
Chongjian Ge
Shuchen Xue
Shaoteng Liu
Mengwei Ren
Soo Ye Kim
Yuqian Zhou
Qing Liu
Daniil Pakhomov
Kai Zhang
Zhe Lin
Ping Luo
DiffM
3DV
Re-assign community
ArXiv (abs)
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HuggingFace (35 upvotes)
Github (24937★)
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"Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing"
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