🔥🔥🔥 A Survey on Human Interaction Motion Generation
Human Interaction Motion Generation is a rapidly growing field that aims to model how humans interact with others, objects, and their surroundings. These interactions are crucial for applications in robotics, virtual reality, and animation. While deep generative models and new datasets have propelled advancements, challenges remain in capturing the complexity of human dynamics in interactive settings.
This repository provides a structured collection of research papers and datasets related to human interaction motion generation. By organizing the literature across human-human, human-object, and human-scene interactions, we hope to offer a valuable reference for researchers and practitioners in this field.
If you are interested in this project, you can contribute to this repo by pulling requests 😊😊😊
🚀 What's New in This Update:
- [2025.09.08]: 🔄 Update 6 different HIMG works during 2024-2025, including: DuetGen, SceneMI, CooHOI, HOT3D, HUMOTO, CORE4D
- [2025.03.17]: 🎉 Our Arxiv Pre-print is now available at https://arxiv.org/abs/2503.12763
- [2025.03.16]: 🔥 We release our Human Interaction Motion Generation paper list repo!
If you find our survey useful, please consider citing:
@misc{sui2025surveyhumaninteractionmotion,
title={A Survey on Human Interaction Motion Generation},
author={Kewei Sui and Anindita Ghosh and Inwoo Hwang and Jian Wang and Chuan Guo},
year={2025},
eprint={2503.12763},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2503.12763},
}
- Awesome-Human-Interaction-Motion-Generation
Title | Venue | Year | Code | Project |
---|---|---|---|---|
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes |
ICLR | 2025 | Github | Project |
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics |
NeurIPS | 2024 | Github | Project |
HOI-M3:Capture Multiple Humans and Objects Interaction within Contextual Environment |
CVPR | 2024 | Github | Project |
Learning Social Affordance for Human-Robot Interaction |
IJCAI | 2016 | Github | Project |
Dataset | Title | Venue | Year | Code | Project |
---|---|---|---|---|---|
CORE4D | CORE4D: A 4D Human-Object-Human Interaction Dataset for Collaborative Object REarrangement |
CVPR | 2025 | Github | Project |
HOI-M3 | HOI-M3:Capture Multiple Humans and Objects Interaction within Contextual Environment |
CVPR | 2024 | Github | Project |
HHOI | Learning Social Affordance for Human-Robot Interaction |
IJCAI | 2016 | Github | Project |
Thanks to all the contributors!
Special thank to JackFYL for providing the repo template.