2 papers
cs.CV2026
OrthoTryOn: Geometric Orthogonalization for Conflict-Free Unified Fashion Generation
Zhaotong Yang, Ying Tai, Jiahui Zhan +3
Unified fashion generation integrates tasks like virtual try-on and garment reconstruction into a single model to reduce task-specific adaptation costs. However, naive parameter sh…
cs.LG2026
WaterVIB: Learning Minimal Sufficient Watermark Representations via Variational Information Bottleneck
Haoyuan He, Yu Zheng, Jie Zhou +1
Robust watermarking is critical for intellectual property protection, whereas existing methods face a severe vulnerability against regeneration-based AIGC attacks. We identify that…