Archival regular papers
5–8 pages (including references), to appear in the WACV 2027 Workshop Proceedings, with a 10-minute oral presentation slot including Q&A.
Computer Vision/CORE Unranked
WAM-AD 2027
First Workshop on World Action Models for Autonomous Driving
WAM-AD 2027 is a half-day, in-person workshop co-located with WACV 2027, focused on advancing World Action Models (WAMs) for autonomous driving. It brings together researchers in computer vision, generative modeling, and machine learning to develop systems that predict traffic scene changes under intervention and generate executable driving actions, bridging perception, prediction, planning, and control.
Key deadlines
Verified September 6, 2026Full paper
October 10, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
October 10, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
World Action Models and Architectures
Action-conditioned traffic-scene predictioncounterfactual simulationgenerative driving world modelsCascaded and joint WAM architecturesVLA models for perception, prediction, planning, and control
02
Scene Representation and Reasoning
3D/4D scene, occupancy, map, and agent representationsdynamics and traffic-rule reasoning
03
Planning and Learning
Model-based planningreinforcement/imitation learningmemorylong-horizon closed-loop driving
04
Data, Simulation, and Evaluation
Scalable data enginesdigital twinssynthetic corner casessimulation-to-reality transferDriving datasets, benchmarks, and metrics for visual fidelity, physical consistency, safety, and task success
05
Robustness and Human Interaction
Uncertaintycausal reasoninginterpretabilityrobustnesshuman-vehicle interactionoversight
06
Efficiency and Deployment
Efficient on-vehicle WAMsconnected/cooperative drivingtransfer across vehicle platforms
Policies worth checking twice
- Submissions follow the WACV format
- Double-blind peer review through OpenReview
- Paper length must be 5–8 pages including references
- Accepted papers will appear in the WACV 2027 Workshop Proceedings
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Official workshop siteOpenReview submission sitePreliminary scheduleCall for SpeakersCall for Reviewers
Last verified September 6, 2026