2025 "controllable image generation" Papers

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AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

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Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents

Han Lin, Jaemin Cho, Amir Zadeh et al.

NeurIPS 2025posterarXiv:2508.05954
6
citations

CPO: Condition Preference Optimization for Controllable Image Generation

Zonglin Lyu, Ming Li, Xinxin Liu et al.

NeurIPS 2025posterarXiv:2511.04753

SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation

Zhenyuan Qin, Xincheng Shuai, Henghui Ding

NeurIPS 2025spotlightarXiv:2511.16666
1
citations

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation

Lunhao Duan, Shanshan Zhao, Wenjun Yan et al.

CVPR 2025posterarXiv:2412.18928
7
citations