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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 …
Synthesizing diverse human motions in 3d indoor scenes
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 …
navigate in the environment and interact with objects in a realistic manner. Existing …
Interdreamer: Zero-shot text to 3d dynamic human-object interaction
Text-conditioned human motion generation has experienced significant advancements with
diffusion models trained on extensive motion capture data and corresponding textual …
diffusion models trained on extensive motion capture data and corresponding textual …
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 …
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 …
Anyskill: Learning open-vocabulary physical skill for interactive agents
Traditional approaches in physics-based motion generation centered around imitation
learning and reward sha** often struggle to adapt to new scenarios. To tackle this …
learning and reward sha** often struggle to adapt to new scenarios. To tackle this …
Unified human-scene interaction via prompted chain-of-contacts
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 …
reality. Despite advancements in motion quality and physical plausibility, two pivotal factors …
Generating human interaction motions in scenes with text control
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 …
denoising diffusion models. Previous text-to-motion methods focus on characters in isolation …
Hierarchical generation of human-object interactions with diffusion probabilistic models
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 …
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
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 …
due to its wide range of applications. However only a few works consider human-scene …