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Dejia Song

3 accepted papers

2026

PROMO: Promptable Outfitting for Efficient High-Fidelity Virtual Try-On

CVPR 2026

Virtual Try-on (VTON) has become a core capability for online retail, where realistic try-on results provide reliable fit guidance, reduce returns, and benefit both consumers and merchants. Diffusion-based VTON methods achieve photorealistic synthesis, yet often rely on intricate architectures such

Cited by 0SourceScholar
2025

DynamicFace: High-Quality and Consistent Face Swapping for Image and Video using Composable 3D Facial Priors

ICCV 2025poster

Face swapping transfers the identity of a source face to a target face while retaining the attributes like expression, pose, hair, and background of the target face. Advanced face swapping methods have achieved attractive results. However, these methods often inadvertently transfer identity informat…

2025

InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention

NeurIPS 2025poster

Diffusion models have demonstrated remarkable capabilities in generating high-quality images. Recent advancements in Layout-to-Image (L2I) generation have leveraged positional conditions and textual descriptions to facilitate precise and controllable image synthesis. Despite overall progress, curren…

Cited by 0SourcecodeScholar