"subject consistency" Papers

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OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation

Shenghai Yuan, Xianyi He, Yufan Deng et al.

NEURIPS 2025arXiv:2505.20292
27
citations

Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion

Jingyuan Chen, Fuchen Long, Jie An et al.

AAAI 2025paperarXiv:2501.09019
10
citations

Storybooth: Training-Free Multi-Subject Consistency for Improved Visual Storytelling

Jaskirat Singh, Junshen K Chen, Jonas Kohler et al.

ICLR 2025arXiv:2504.05800
3
citations