Regular Papers
Original, unpublished research up to 14 pages, adhering to ECCV guidelines; accepted papers appear in ECCV Workshop Proceedings.
Computer Vision/CORE Unranked
ECCV 2026
Third workshop on Fairness and ethics towards transparent AI: facing the chalLEnge through model Debiasing (FAILED)
The FAILED 2026 workshop, a satellite event of ECCV 2026 in Malmö, Sweden, brings together researchers to address fairness, ethics, transparency, and model debiasing in AI and Computer Vision. It focuses on innovative methods to mitigate bias in machine learning models, particularly in vision systems, aligning with regulatory trends like the EU AI Act.
Key deadlines
Verified September 9, 2026Full paper
July 6, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
July 6, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Extended Abstracts
Submissions up to 4 pages in CVPR template format; can include previously published work; not included in proceedings but presented as posters.
Research areas in scope
01
Research Topics
Ethics in Computer Vision/AIMethods for model debiasingInterpretability and Explainability in Computer VisionFairness and transparent Computer Vision/AIDebiasing or fairness methods in social sciencesFairness and bias in generative modelsFairness and bias in multimodal (foundation) modelsTrustworthy Computer Vision/AIFairness and trust in biomedical image analysisTheoretical aspects of debiasing and fairnessBias evaluation and performance on relevant domains of applicationPruning for model debiasingBrave new ideas for learning with biased data and fairness
Policies worth checking twice
- All submissions undergo double-blind peer review.
- Regular papers must be original and not previously published or accepted in substantially similar form.
- Regular papers are limited to 14 pages and must follow ECCV submission guidelines.
- Extended abstracts are limited to 4 pages and use CVPR template format.
- Extended abstracts may include previously published or accepted work.
- Submissions were handled via the OpenReview portal.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026