3D-LLM/VLA

Overview

We invite submissions of papers related to the integration of language and 3D perception, with a focus on developing embodied agents and robots. Topics of interest include, but are not limited to:

• Language-guided 3D perception and understanding
• Large language models (LLMs) for 3D environment understanding
• 3D vision-language-action (VLA) models
• Embodied agents that integrate language, vision, and action
• 3D scene understanding and generation with language
• Robot control and navigation using natural language
• Multimodal learning for embodied AI
• Datasets and benchmarks for 3D-LLMs and 3D-VLAs
• Applications of 3D-LLMs and 3D-VLAs in real-world scenarios
• Ethical considerations in developing embodied AI systems

Submission Guidelines

Papers can be submitted in any major conference's format, with a length of 2-8 pages (excluding references). All submissions will be peer-reviewed, and accepted papers will be presented at the workshop either as oral presentations or posters.

Submissions should be made through the OpenReview submission system.

Review Process

All submissions will undergo a double-blind review process. Please ensure that your submission does not contain any information that can identify the authors.

Publication

The workshop will be non-archival. Authors of accepted papers retain the full copyright of their work and are free to submit extended versions to conferences or journals.