2nd Workshop on Human Motion Generation

MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training

Kengo Uchida,

Takashi Shibuya,

Yuhta Takida,

Naoki Murata,

Julian Tanke,

Shusuke Takahashi,

Yuki Mitsufuji

[pdf] [supp]

[bibtex]

@InProceedings{Uchida_2025_CVPR, author = {Uchida, Kengo and Shibuya, Takashi and Takida, Yuhta and Murata, Naoki and Tanke, Julian and Takahashi, Shusuke and Mitsufuji, Yuki}, title = {MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {2935-2944} }

Goal-Driven Human Motion Synthesis in Diverse Task

Inwoo Hwang,

Jinseok Bae,

Donggeun Lim,

Young Min Kim

[pdf] [supp]

[bibtex]

@InProceedings{Hwang_2025_CVPR, author = {Hwang, Inwoo and Bae, Jinseok and Lim, Donggeun and Kim, Young Min}, title = {Goal-Driven Human Motion Synthesis in Diverse Task}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {2945-2955} }

SILK: Smooth InterpoLation frameworK for motion in-betweening

Elly Akhoundi,

Hung Yu Ling,

Anup Anand Deshmukh,

Judith Bütepage

[pdf]

[bibtex]

@InProceedings{Akhoundi_2025_CVPR, author = {Akhoundi, Elly and Ling, Hung Yu and Deshmukh, Anup Anand and B\"utepage, Judith}, title = {SILK: Smooth InterpoLation frameworK for motion in-betweening}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {2925-2934} }

MoCLIP Motion-Aware Fine-Tuning and Distillation of CLIP for Human Motion Generation

Gabriel Maldonado,

Armin Danesh Pazho,

Ghazal Alinezhad Noghre,

Vinit Katariya,

Hamed Tabkhi

[pdf]

[bibtex]

@InProceedings{Maldonado_2025_CVPR, author = {Maldonado, Gabriel and Pazho, Armin Danesh and Noghre, Ghazal Alinezhad and Katariya, Vinit and Tabkhi, Hamed}, title = {MoCLIP Motion-Aware Fine-Tuning and Distillation of CLIP for Human Motion Generation}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {2956-2966} }

HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models

Xiaogang Peng,

Yiming Xie,

Zizhao Wu,

Varun Jampani,

Deqing Sun,

Huaizu Jiang

[pdf] [supp]

[bibtex]

@InProceedings{Peng_2025_CVPR, author = {Peng, Xiaogang and Xie, Yiming and Wu, Zizhao and Jampani, Varun and Sun, Deqing and Jiang, Huaizu}, title = {HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {2903-2913} }

MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty

Leo Bringer,

Joey Wilson,

Kira Barton,

Maani Ghaffari

[pdf] [supp]

[bibtex]

@InProceedings{Bringer_2025_CVPR, author = {Bringer, Leo and Wilson, Joey and Barton, Kira and Ghaffari, Maani}, title = {MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {2914-2924} }

Dyadic Mamba: Long-term Dyadic Human Motion Synthesis

Julian Tanke,

Takashi Shibuya,

Kengo Uchida,

Koichi Saito,

Yuki Mitsufuji

[pdf]

[bibtex]

@InProceedings{Tanke_2025_CVPR, author = {Tanke, Julian and Shibuya, Takashi and Uchida, Kengo and Saito, Koichi and Mitsufuji, Yuki}, title = {Dyadic Mamba: Long-term Dyadic Human Motion Synthesis}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {2893-2902} }