Research Papers
Up to 6 pages, excluding references.
Robotics/CORE Unranked
ICRA 2026
ICRA 2026 Workshop on Multi-Modal Spatial AI for Robust Navigation and Open-World Understanding
The MM-SpatialAI workshop at ICRA 2026 brings together researchers from robotics, computer vision, and AI to advance multi-modal spatial intelligence for autonomous systems. It focuses on integrating diverse sensing modalities (e.g., vision, LiDAR, inertial, radar) with learning-based methods to improve robust navigation, open-world 3D understanding, and human-robot interaction in unstructured environments.
Key deadlines
Verified September 9, 2026Full paper
March 31, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
March 31, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Field Reports / Visionary Papers
2–4 pages, excluding references.
Research areas in scope
01
Topics of Interest
Visual / Visual-Inertial NavigationLiDAR–Inertial–Camera FusionRobust Multi-modal SLAMLearning-based Pose EstimationNeural-implicit Dense MappingFoundation model-enabled SLAMOpen-vocabulary 3D Scene UnderstandingLearned Inertial OdometryFM-based Poses & 3D GeometryHuman Motion Estimation & GenerationMobile Robotics with Mixed RealityMulti-modal Foundation Models for RoboticsOnline Continual Learning
Policies worth checking twice
- Submissions are non-anonymous
- Single-blind review
- Shorter versions of papers currently under review are welcome
- Archiving the paper is optional
- Authors retain IP
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026