2nd Workshop on Human-Interactive Generation and Editing


Improving Human Image Animation via Semantic Representation Alignment
Chang Liu,
Mengting Chen,
Yixuan Huang,
Haoning Wu,
Chen Ju,
Shuai Xiao,
Jinsong Lan,
Yanfeng Wang
[pdf] [arXiv]
[bibtex]
@InProceedings{Liu_2026_CVPR, author = {Liu, Chang and Chen, Mengting and Huang, Yixuan and Wu, Haoning and Ju, Chen and Xiao, Shuai and Lan, Jinsong and Wang, Yanfeng}, title = {Improving Human Image Animation via Semantic Representation Alignment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5704-5714} }

Tone-Aware Diffusion : Enabling Tone-on-Tone and Tone-in-Tone Generation
Jihye Yoo,
Jaemin Kim,
Jinwoo Kim,
Seon Joo Kim
[pdf] [supp]
[bibtex]
@InProceedings{Yoo_2026_CVPR, author = {Yoo, Jihye and Kim, Jaemin and Kim, Jinwoo and Kim, Seon Joo}, title = {Tone-Aware Diffusion : Enabling Tone-on-Tone and Tone-in-Tone Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5771-5777} }

UP-FacE: User-predictable Fine-grained Face Shape Editing
Florian Strohm,
Mihai Bâce,
Andreas Bulling
[pdf] [supp]
[bibtex]
@InProceedings{Strohm_2026_CVPR, author = {Strohm, Florian and B\^ace, Mihai and Bulling, Andreas}, title = {UP-FacE: User-predictable Fine-grained Face Shape Editing}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5750-5760} }

HOIDiNi: Human-Object Interaction through Diffusion Noise Optimization
Roey Ron,
Guy Tevet,
Haim Sawdayee,
Amit Bermano
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ron_2026_CVPR, author = {Ron, Roey and Tevet, Guy and Sawdayee, Haim and Bermano, Amit}, title = {HOIDiNi: Human-Object Interaction through Diffusion Noise Optimization}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5739-5749} }

Improved Diffusion-based Image Colorization via Piggybacked Models
Hanyuan Liu,
Jinbo Xing,
Minshan Xie,
Chengze Li,
Tien-Tsin Wong
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Liu_2026_CVPR, author = {Liu, Hanyuan and Xing, Jinbo and Xie, Minshan and Li, Chengze and Wong, Tien-Tsin}, title = {Improved Diffusion-based Image Colorization via Piggybacked Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5715-5725} }

ViPerID: Video Personalization via Disentangled Identity Learning
Jiehui Huang,
Yuechen Zhang,
Panwen Hu,
Yaokun Li,
Bohao Peng,
Jun Zhou,
Zhenchao Tang,
Haoxiang Li,
Xiaodan Liang,
Hanhui Li
[pdf] [supp]
[bibtex]
@InProceedings{Huang_2026_CVPR, author = {Huang, Jiehui and Zhang, Yuechen and Hu, Panwen and Li, Yaokun and Peng, Bohao and Zhou, Jun and Tang, Zhenchao and Li, Haoxiang and Liang, Xiaodan and Li, Hanhui}, title = {ViPerID: Video Personalization via Disentangled Identity Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5651-5661} }

InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior
Zhiheng Liu,
Hao Ouyang,
Qiuyu Wang,
Ka Leong Cheng,
Jie Xiao,
Kai Zhu,
Nan Xue,
Yu Liu,
Ping Luo,
Yang Cao
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Liu_2026_CVPR, author = {Liu, Zhiheng and Ouyang, Hao and Wang, Qiuyu and Cheng, Ka Leong and Xiao, Jie and Zhu, Kai and Xue, Nan and Liu, Yu and Luo, Ping and Cao, Yang}, title = {InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5726-5738} }

EditCrafter: Tuning-free High-Resolution Image Editing via Pretrained Diffusion Model
Kunho Kim,
Sumin Seo,
Yongjun Cho,
Hyungjin Chung
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kim_2026_CVPR, author = {Kim, Kunho and Seo, Sumin and Cho, Yongjun and Chung, Hyungjin}, title = {EditCrafter: Tuning-free High-Resolution Image Editing via Pretrained Diffusion Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5682-5692} }

Evolutionary Eye-Hand Coordination with Large Language Models
Shaozuo Yu,
Hong Xu,
Jiaya Jia
[pdf] [supp]
[bibtex]
@InProceedings{Yu_2026_CVPR, author = {Yu, Shaozuo and Xu, Hong and Jia, Jiaya}, title = {Evolutionary Eye-Hand Coordination with Large Language Models}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5778-5787} }

Multi-Part Triplane-based Gaussian Splatting for Efficient Articulable Object Modeling
Pingping Cai,
Guan-Ming Su
[pdf]
[bibtex]
@InProceedings{Cai_2026_CVPR, author = {Cai, Pingping and Su, Guan-Ming}, title = {Multi-Part Triplane-based Gaussian Splatting for Efficient Articulable Object Modeling}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5641-5650} }

CatalogStitch: Dimension-Aware and Occlusion-Preserving Object Compositing for Catalog Image Generation
Sanyam Jain,
Pragya Kandari,
Manit Singhal,
He Zhang,
Soo Ye Kim
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Jain_2026_CVPR, author = {Jain, Sanyam and Kandari, Pragya and Singhal, Manit and Zhang, He and Kim, Soo Ye}, title = {CatalogStitch: Dimension-Aware and Occlusion-Preserving Object Compositing for Catalog Image Generation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5662-5670} }

ProductConsistency: Improving Product Identity Preservation in Instruction-Based Image Editing via SFT and RL
Mukund Khanna,
Raj Singh Yadav,
Kunal Singh
[pdf] [supp]
[bibtex]
@InProceedings{Khanna_2026_CVPR, author = {Khanna, Mukund and Yadav, Raj Singh and Singh, Kunal}, title = {ProductConsistency: Improving Product Identity Preservation in Instruction-Based Image Editing via SFT and RL}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5671-5681} }

What Happens Next? Next Scene Prediction with a Unified Video Model
Xinjie Li,
Zhimin Chen,
Rui Zhao,
Florian Schiffers,
Zhenyu Liao,
Vimal Bhat
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Li_2026_CVPR, author = {Li, Xinjie and Chen, Zhimin and Zhao, Rui and Schiffers, Florian and Liao, Zhenyu and Bhat, Vimal}, title = {What Happens Next? Next Scene Prediction with a Unified Video Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5693-5703} }

InheriDiffusion: Inheritance-Aware Diffusion Models for Kinship Face Synthesis
Matao Ye,
Xianxu Hou,
Pucheng Wang,
Yihang Wu,
Jingxin Liu,
Guangliang Cheng,
Linlin Shen
[pdf]
[bibtex]
@InProceedings{Ye_2026_CVPR, author = {Ye, Matao and Hou, Xianxu and Wang, Pucheng and Wu, Yihang and Liu, Jingxin and Cheng, Guangliang and Shen, Linlin}, title = {InheriDiffusion: Inheritance-Aware Diffusion Models for Kinship Face Synthesis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {5761-5770} }