2 papers
cs.CV2026
Directing the Narrative: A Finetuning Method for Controlling Coherence and Style in Story Generation
Jianzhang Zhang, Yijing Tian, Jiwang Qu +1
Story visualization requires generating sequential imagery that aligns semantically with evolving narratives while maintaining rigorous consistency in character identity and visual…
cs.CV2025
Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis
Hengyuan Cao, Yutong Feng, Biao Gong +4
Video generative models can be regarded as world simulators due to their ability to capture dynamic, continuous changes inherent in real-world environments. These models integrate…