Zhejiang University, Kunbyte AI, Ant Group, Hangzhou Normal University · Text-to-Image

DRA-Ctrl

Dimension-Reduction Attack (DRA-Ctrl) repurposes pretrained video generative models for controllable image synthesis tasks by treating condition-target pairs as two-frame videos, using mixup-based transitions and attention masking to bridge the gap between continuous video and discrete image generation.