Spotlight talk
Oral presentations of accepted papers selected for brief oral delivery.
Computer Vision/CORE Unranked
TRUE-V 2026
Trustworthy, Robust, Uncertainty-Aware, and Explainable Visual Intelligence and Beyond
TRUE-V 2026 is a CVPR workshop focused on advancing Trustworthy, Robust, Uncertainty-Aware, and Explainable Visual Intelligence for high-stakes applications such as healthcare, transportation, and legal decision-making. It brings together researchers to discuss theoretical, methodological, and applied advances in interpretability, robustness, uncertainty estimation, and ethical alignment of vision and vision-language models.
Key deadlines
Verified September 9, 2026Full paper
March 21, 2026
AoE
Conference timeline
Submission and decisions
Full paperKey deadline
March 21, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Poster
Poster presentations of accepted papers displayed in the exhibition hall.
Research areas in scope
01
Trustworthy Visual Intelligence
Interpretable and explainable computer visionRobustness and reliability under distribution shiftConcept bottleneck and modular architecturesUncertainty estimation and trust calibrationAlignment, safety, and ethical considerations in vision modelsEvaluation benchmarks and human-in-the-loop analysisVision-language models and multimodal reasoningTrustworthy deployment in high-stakes domains (e.g., healthcare, robotics, legal decision making, etc)
Policies worth checking twice
- Submissions must be up to 4 pages (excluding references) using the CVPR 2026 paper template.
- Submissions must be anonymized.
- Submissions are peer-reviewed under a double-blind process.
- The workshop is non-archival; submissions may include new papers or recent papers published in archival venues after Feb 20, 2025.
- Violations of submission format or policy will result in desk rejection.
- New OpenReview profiles without institutional email require up to two weeks for moderation.
- Submissions with institutional email are activated automatically.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026