VAND brings together cutting-edge research on detecting what doesn’t belong in visual data—spanning anomaly, novelty, and out-of-distribution detection. Building on three successful editions,...

Welcome to the Visual Anomaly and Novelty Detection 2026 Challenge, VAND 4th Edition workshop at CVPR 2026! Our workshop challenge aims to showcase current progress in anomaly detection across...

Virginia Academy of Nutrition and Dietetics (VAND) is a professional, not-for-profit organization of food and nutrition experts affiliated with the Academy of Nutrition and Dietetics.

The VAND workshop brings together cutting-edge research tackling this open-set problem across supervised, semi-supervised, and unsupervised methods, as well as few-, one-, and zero-shot …

This repository contains the official evaluation script and framework for the Visual Anomaly and Novelty Detection (VAND) 2025 Challenge. It focuses on evaluating few-shot anomaly detection performance …

Jun 10, 2025 · 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 …

VAND International is an independent institution driven by the belief that design can change the world. We connect, educate, and empower designers through knowledge-sharing, competitions, and ethical …

Sep 22, 2025 · Visual anomaly detection is a strongly application-driven field of research. Consequently, the connection between academia and industry is of paramount importance. In this regard, we …

The VAND 3.0 Challenge was open to practitioners and researchers from academia and industry alike and offered valuable insights in both the current state of visual anomaly detection algorithms for real …

This repository contains the official evaluation script and framework for the Visual Anomaly and Novelty Detection (VAND) 2025 Challenge. It focuses on evaluating few-shot anomaly detection performance …