Short papers
4 pages + references, including original research, ongoing work, and industrial case studies related to the workshop topics.
Computer Vision/CORE Unranked
Data4VFM 2027
Workshop on Data-Centric Learning for Visual and Multimodal Foundation Models
Data4VFM 2027 is a half-day workshop co-located with WACV 2027 that focuses on data-centric approaches for visual and multimodal foundation models. It brings together researchers and practitioners to address challenges in ethical dataset construction, data quality assessment, multimodal alignment, synthetic data generation, and industrial-scale data systems.
Key deadlines
Verified September 9, 2026Full paper
November 23, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
November 23, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Topic 1
Ethical Dataset Construction & CurationImage/video dataset constructionAuditingBenchmark designData provenanceLicensingPrivacyGovernance
02
Topic 2
Data Selection & PruningCoreset methodsSubset selectionDataset distillationFilteringDeduplicationData valuationEfficient dataset scaling strategies
03
Topic 3
Data-Centric Learning & EvaluationActive learningHuman-in-the-loop annotationScaling lawsLong-tail discoveryFailure analysisData attributionRobustness evaluationAlignment training
04
Topic 4
Multimodal & Video Foundation DatasetsImage-text and video-text datasetsDatasets for multimodal pre-training/post-training/alignmentTemporal data curationCross-modal supervisionVideo-language learning
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Topic 5
Synthetic & Simulated DataDiffusion-generated images and videosSimulation environmentsData augmentationSynthetic data quality assessmentHybrid real-synthetic datasets
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Topic 6
Systems & Industrial PracticeDataset exploration toolsLarge-scale data pipelinesHuman-in-the-loop workflowsProduction deploymentsIndustrial case studies
Policies worth checking twice
- Submissions must be made through the OpenReview workshop page.
- All submission times are 11:59 AM UTC.
- Accepted papers will be presented as posters, with select papers invited for contributed talks.
- Camera-ready versions of accepted papers are required by the deadline.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026