Research Paper
Original research papers proposing new techniques, discussion-based papers, literature surveys, or position papers, up to 9 pages of content plus unlimited references and appendix.
Computer Vision/CORE Unranked
MMRAgI 2026
The 2nd Workshop on Multi-Modal Reasoning for Agentic Intelligence
The 2nd Workshop on Multi-Modal Reasoning for Agentic Intelligence (MMRAgI) at CVPR 2026 focuses on advancing AI agents through Multimodal Foundation Models (MFMs) that integrate vision, language, and audio to enable richer perception and reasoning. The workshop aims to address challenges in cross-modal alignment, computational efficiency, causal reasoning, and real-world applications such as robotics, digital agents, and scientific AI, fostering inclusive dialogue among researchers from diverse backgrounds.
Key deadlines
Verified September 9, 2026Full paper
April 20, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
April 20, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Demo Paper
Technical reports for demo submissions, up to 9 pages, requiring a link to a video, website, or code repository showcasing the demo.
Research areas in scope
01
Research Topics
Semantically consistent alignment across vision, language, and audio modalitiesNovel training paradigms to mitigate computational burden of multimodal systemsModel architectures for native multimodal reasoningQuantifying and enhancing causal reasoning in multimodal foundation modelsUnified metrics for evaluating cross-modal reasoning in open-ended scenariosIncentivizing reasoning native in multimodal representationsBalancing reliance on different multimodal signals for inferenceReducing computational demands from redundant modalities like images and videosInfluence of multimodal signals on LLM agent behaviorBenchmarks and datasets for evaluating interactivity, multimodal integration, and real-world performanceInteractive human-centric foundation models integrating human priors for perceptual, generative, and embodiment tasksInteractive simulation and adaptation systems driven by human-centric foundation modelsScalable multimodal integration in human-centric foundation models using vision, language, audio, and motionReal-world applications in social robotics, autonomous systems, and digital content creation
Policies worth checking twice
- Papers are limited to 9 pages of content (references and appendix unlimited)
- Submission must be anonymized and uploaded as a single PDF using the provided LaTeX template
- Review process is double-blind
- Workshop is non-archival — submissions can be submitted to other venues
- Dual submissions are allowed if they do not violate the anonymity or submission policies of other venues
- Reviewers must maintain confidentiality and report conflicts of interest
- Accepted papers will be displayed on the workshop website but not published in proceedings
- Reviewers are not obliged to read the appendix
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026