Topics of Interest
Topics of Interest include:
Anomaly detection, novelty detection, and out-of-distribution detection in images and videos.
Relevant learning paradigms including unsupervised, few-shot and active learning.
Dataset challenges including highly imbalanced data, noisy/incomplete labels, data sampling, applications spanning vision-based industrial inspection, predictive maintenance of complex machines.
Adjacent domains such as in-field inspection and medical diagnosis.
Theoretical contributions that address challenges unique to anomaly detection and novelty detection.
Important Dates
Submission deadline: Feb 26, 2026 (Anywhere on Earth)
Author notification: Mar 20, 2026 (Anywhere on Earth)
Camera-ready deadline: Apr 08, 2026 (Anywhere on Earth)
Workshop: June 3rd or 4th, 2026
Submission Instructions
Full paper submissions to the workshop must be of 8 page papers, with unlimited space for references and supplementary materials, following the CVPR 2026 style and formatting guidelines. The review process is double-blind and there is no rebuttal. Submissions must not have been previously published in a substantially similar form. Accepted papers will be invited for either spotlight talks or poster presentations. Accepted papers will be published in conjunction with CVPR 2026 proceedings.
Posters