Interdiff: Generating 3d human-object interactions with physics-informed diffusion

S Xu, Z Li, YX Wang, LY Gui - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
This paper addresses a novel task of anticipating 3D human-object interactions (HOIs). Most
existing research on HOI synthesis lacks comprehensive whole-body interactions with …

Physhoi: Physics-based imitation of dynamic human-object interaction

Y Wang, J Lin, A Zeng, Z Luo, J Zhang… - arxiv preprint arxiv …, 2023 - arxiv.org
Humans interact with objects all the time. Enabling a humanoid to learn human-object
interaction (HOI) is a key step for future smart animation and intelligent robotics systems …

Pay Attention and Move Better: Harnessing Attention for Interactive Motion Generation and Training-free Editing

LH Chen, S Lu, W Dai, Z Dou, X Ju, J Wang… - arxiv preprint arxiv …, 2024 - arxiv.org
This research delves into the problem of interactive editing of human motion generation.
Previous motion diffusion models lack explicit modeling of the word-level text-motion …

InterDreamer: Zero-Shot Text to 3D Dynamic Human-Object Interaction

S Xu, Z Wang, YX Wang, LY Gui - arxiv preprint arxiv:2403.19652, 2024 - arxiv.org
Text-conditioned human motion generation has experienced significant advancements with
diffusion models trained on extensive motion capture data and corresponding textual …

COLLAGE: Collaborative Human-Agent Interaction Generation using Hierarchical Latent Diffusion and Language Models

D Daiya, D Conover, A Bera - arxiv preprint arxiv:2409.20502, 2024 - arxiv.org
We propose a novel framework COLLAGE for generating collaborative agent-object-agent
interactions by leveraging large language models (LLMs) and hierarchical motion-specific …

3DArticCyclists: Generating Simulated Dynamic 3D Cyclists for Human-Object Interaction (HOI) and Autonomous Driving Applications

ER Corral-Soto, Y Liu, T Cao, Y Ren… - arxiv preprint arxiv …, 2024 - arxiv.org
Human-object interaction (HOI) and human-scene interaction (HSI) are crucial for human-
centric scene understanding applications in Embodied Artificial Intelligence (EAI), robotics …