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 …

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 …

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 …

Humanoid locomotion and manipulation: Current progress and challenges in control, planning, and learning

Z Gu, J Li, W Shen, W Yu, Z **e, S McCrory… - arxiv preprint arxiv …, 2025 - arxiv.org
Humanoid robots have great potential to perform various human-level skills. These skills
involve locomotion, manipulation, and cognitive capabilities. Driven by advances in machine …

Sim-to-real learning for humanoid box loco-manipulation

J Dao, H Duan, A Fern - 2024 IEEE International Conference …, 2024 - ieeexplore.ieee.org
In this work we propose a learning-based approach to box loco-manipulation for a
humanoid robot. This is a particularly challenging problem due to the need for whole-body …

Synthesizing physically plausible human motions in 3d scenes

L Pan, J Wang, B Huang, J Zhang… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
We present a physics-based character control framework for synthesizing human-scene
interactions. Recent advances adopt physics simulation to mitigate artifacts produced by …

Humanoidbench: Simulated humanoid benchmark for whole-body locomotion and manipulation

C Sferrazza, DM Huang, X Lin, Y Lee… - arxiv preprint arxiv …, 2024 - arxiv.org
Humanoid robots hold great promise in assisting humans in diverse environments and
tasks, due to their flexibility and adaptability leveraging human-like morphology. However …

Core4d: A 4d human-object-human interaction dataset for collaborative object rearrangement

C Zhang, Y Liu, R **ng, B Tang, L Yi - arxiv preprint arxiv:2406.19353, 2024 - arxiv.org
Understanding how humans cooperatively rearrange household objects is critical for VR/AR
and human-robot interaction. However, in-depth studies on modeling these behaviors are …

Opt2skill: Imitating dynamically-feasible whole-body trajectories for versatile humanoid loco-manipulation

F Liu, Z Gu, Y Cai, Z Zhou, S Zhao, H Jung… - arxiv preprint arxiv …, 2024 - arxiv.org
Humanoid robots are designed to perform diverse loco-manipulation tasks. However, they
face challenges due to their high-dimensional and unstable dynamics, as well as the …

Thor: Text to human-object interaction diffusion via relation intervention

Q Wu, Y Shi, X Huang, J Yu, L Xu, J Wang - arxiv preprint arxiv …, 2024 - arxiv.org
This paper addresses new methodologies to deal with the challenging task of generating
dynamic Human-Object Interactions from textual descriptions (Text2HOI). While most …