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Xingzhong Hou

2 accepted papers

2025

See Further When Clear: Curriculum Consistency Model

CVPR 2025poster

Significant advances have been made in the sampling efficiency of diffusion and flow matching models, driven by Consistency Distillation (CD), which trains a student model to mimic the output of a teacher model at a later timestep. However, we found that the knowledge discrepancy between student and…

Cited by 0SourcePDFScholar
2024

EasyDrag: Efficient Point-based Manipulation on Diffusion Models

CVPR 2024poster

Generative models are gaining increasing popularity and the demand for precisely generating images is on the rise. However generating an image that perfectly aligns with users' expectations is extremely challenging. The shapes of objects the poses of animals the structures of landscapes and more may…