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 …

Synthesizing diverse human motions in 3d indoor scenes

K Zhao, Y Zhang, S Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present a novel method for populating 3D indoor scenes with virtual humans that can
navigate in the environment and interact with objects in a realistic manner. Existing …

Interdreamer: Zero-shot text to 3d dynamic human-object interaction

S Xu, YX Wang, L Gui - Advances in Neural Information …, 2025 - proceedings.neurips.cc
Text-conditioned human motion generation has experienced significant advancements with
diffusion models trained on extensive motion capture data and corresponding textual …

Cg-hoi: Contact-guided 3d human-object interaction generation

C Diller, A Dai - Proceedings of the IEEE/CVF Conference …, 2024 - openaccess.thecvf.com
We propose CG-HOI the first method to address the task of generating dynamic 3D human-
object interactions (HOIs) from text. We model the motion of both human and object in an …

Controllable human-object interaction synthesis

J Li, A Clegg, R Mottaghi, J Wu, X Puig… - European Conference on …, 2024 - Springer
Synthesizing semantic-aware, long-horizon, human-object interaction is critical to simulate
realistic human behaviors. In this work, we address the challenging problem of generating …

Anyskill: Learning open-vocabulary physical skill for interactive agents

J Cui, T Liu, N Liu, Y Yang, Y Zhu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Traditional approaches in physics-based motion generation centered around imitation
learning and reward sha** often struggle to adapt to new scenarios. To tackle this …

Unified human-scene interaction via prompted chain-of-contacts

Z **ao, T Wang, J Wang, J Cao, W Zhang, B Dai… - arxiv preprint arxiv …, 2023 - arxiv.org
Human-Scene Interaction (HSI) is a vital component of fields like embodied AI and virtual
reality. Despite advancements in motion quality and physical plausibility, two pivotal factors …

Generating human interaction motions in scenes with text control

H Yi, J Thies, MJ Black, XB Peng, D Rempe - European Conference on …, 2024 - Springer
We present TeSMo, a text-controlled scene-aware motion generation method based on
denoising diffusion models. Previous text-to-motion methods focus on characters in isolation …

Hierarchical generation of human-object interactions with diffusion probabilistic models

H Pi, S Peng, M Yang, X Zhou… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
This paper presents a novel approach to generating the 3D motion of a human interacting
with a target object, with a focus on solving the challenge of synthesizing long-range and …

Generating human motion in 3D scenes from text descriptions

Z Cen, H Pi, S Peng, Z Shen, M Yang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Generating human motions from textual descriptions has gained growing research interest
due to its wide range of applications. However only a few works consider human-scene …