"controllable image generation" Papers

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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 2025arXiv:2508.05954

CPO: Condition Preference Optimization for Controllable Image Generation

Zonglin Lyu, Ming Li, Xinxin Liu et al.

NEURIPS 2025arXiv:2511.04753

HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning

Ayano Hiranaka, Shang-Fu Chen, Chieh-Hsin Lai et al.

ICLR 2025arXiv:2410.05116

HypDAE: Hyperbolic Diffusion Autoencoders for Hierarchical Few-shot Image Generation

Lingxiao Li, Kaixuan Fan, Boqing Gong et al.

ICCV 2025arXiv:2411.17784

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

Zhenyuan Qin, Xincheng Shuai, Henghui Ding

NEURIPS 2025spotlightarXiv:2511.16666

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

Lunhao Duan, Shanshan Zhao, Wenjun Yan et al.

CVPR 2025arXiv:2412.18928

UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer

Haoxuan Wang, Jinlong Peng, Qingdong He et al.

ICCV 2025arXiv:2503.09277

CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models

Jie Xiao, Kai Zhu, Han Zhang et al.

DiffuMatting: Synthesizing Arbitrary Objects with Matting-level Annotation

Xiaobin Hu, Xu Peng, Donghao Luo et al.

ECCV 2024arXiv:2403.06168

TextCraftor: Your Text Encoder Can be Image Quality Controller

Yanyu Li, Xian Liu, Anil Kag et al.

CVPR 2024arXiv:2403.18978