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cs.CV2025
The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment
Ziheng Ouyang, Yiren Song, Yaoli Liu +4
Previous works have explored various customized generation tasks given a reference image, but they still face limitations in generating consistent fine-grained details. In this pap…
cs.CV2025
OmniRefiner: Reinforcement-Guided Local Diffusion Refinement
Yaoli Liu, Ziheng Ouyang, Shengtao Lou +1
Reference-guided image generation has progressed rapidly, yet current diffusion models still struggle to preserve fine-grained visual details when refining a generated image using…