"human image generation" Papers

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Boost Your Human Image Generation Model via Direct Preference Optimization

Sanghyeon Na, Yonggyu Kim, Hyunjoon Lee

CVPR 2025highlightarXiv:2405.20216
8
citations

GRPose: Learning Graph Relations for Human Image Generation with Pose Priors

Xiangchen Yin, Donglin Di, Lei Fan et al.

AAAI 2025paperarXiv:2408.16540
12
citations

RealisHuman: A Two-Stage Approach for Refining Malformed Human Parts in Generated Images

Benzhi Wang, Jingkai Zhou, Jingqi Bai et al.

AAAI 2025paperarXiv:2409.03644
8
citations

MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion

Di Chang, Yichun Shi, Quankai Gao et al.

ICML 2024arXiv:2311.12052
113
citations

Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation

Junyan Wang, Zhenhong Sun, Stewart Tan et al.

CVPR 2024arXiv:2403.05239
18
citations