Interdiff: Generating 3d human-object interactions with physics-informed diffusion
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 …
existing research on HOI synthesis lacks comprehensive whole-body interactions with …
Controllable human-object interaction synthesis
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 …
realistic human behaviors. In this work, we address the challenging problem of generating …
Cg-hoi: Contact-guided 3d human-object interaction generation
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 …
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
Humanoid robots have great potential to perform various human-level skills. These skills
involve locomotion, manipulation, and cognitive capabilities. Driven by advances in machine …
involve locomotion, manipulation, and cognitive capabilities. Driven by advances in machine …
Sim-to-real learning for humanoid box loco-manipulation
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 …
humanoid robot. This is a particularly challenging problem due to the need for whole-body …
Synthesizing physically plausible human motions in 3d scenes
We present a physics-based character control framework for synthesizing human-scene
interactions. Recent advances adopt physics simulation to mitigate artifacts produced by …
interactions. Recent advances adopt physics simulation to mitigate artifacts produced by …
Humanoidbench: Simulated humanoid benchmark for whole-body locomotion and manipulation
Humanoid robots hold great promise in assisting humans in diverse environments and
tasks, due to their flexibility and adaptability leveraging human-like morphology. However …
tasks, due to their flexibility and adaptability leveraging human-like morphology. However …
Core4d: A 4d human-object-human interaction dataset for collaborative object rearrangement
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 …
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
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 …
face challenges due to their high-dimensional and unstable dynamics, as well as the …
Thor: Text to human-object interaction diffusion via relation intervention
This paper addresses new methodologies to deal with the challenging task of generating
dynamic Human-Object Interactions from textual descriptions (Text2HOI). While most …
dynamic Human-Object Interactions from textual descriptions (Text2HOI). While most …