4 papers
TailorCoPilot: Enabling Agentic Pattern Making with Version-Controlled State Tracking
Yuexin Sun, Zhaohui Wang, Ruiyang Liu +4
Experience-driven manufacturing, such as garment pattern making, faces a severe generational skills gap because its core expertise relies on undocumented tacit knowledge forged thr…
TAMF-VTON: Token-Wise Sparse Adaptation for Mask-Free Virtual Try-On
Jie Wang, Qian He, Gaofeng He +2
Diffusion-based virtual try-on (VTON) often relies on segmentation-derived masks that become unreliable when the reference garment differs substantially from the target person's cl…
One-shot Embroidery Customization via Contrastive LoRA Modulation
Jun Ma, Qian He, Gaofeng He +4
Diffusion models have significantly advanced image manipulation techniques, and their ability to generate photorealistic images is beginning to transform retail workflows, particul…
FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
Rui Hu, Qian He, Gaofeng He +4
Modeling and producing lifelike clothed human images has attracted researchers' attention from different areas for decades, with the complexity from highly articulated and structur…