Logical Anomaly Detection

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10 papers2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. SGDB: Semantic-Geometric Decoupling and Evidence Binding for Logical Anomaly Detection

    Oct 26, 2026Chenrui Ji, Jiafan Lu, Zilu Luo +3Logical Anomaly DetectionAnomaly Detection

    School of Information Science and Engineering, East China University of Science and Technology, Shanghai 200237, China

  2. Robust Logical Anomaly Detection under Capture Shifts via Synthetic Anomalies

    Oct 13, 2026Ufuk Efe, Alptekin TemizelLogical Anomaly DetectionAnomaly Detection

    Graduate School of Informatics, Middle East Technical University, Üniversiteler Mahallesi, Dumlupınar Bulvarı No:1, Ankara, 06800, Türkiye

  3. Beyond Geometry: Benchmarking and Consistency Reasoning for 3D Logical Anomaly Detection

    Sep 28, 2026Zhiqiang Qin, He Xie, Junfei Yi +5Point Cloud Anomaly DetectionIndustrial Anomaly Detection

    School of Artificial Intelligence and Robotics, Hunan University · National Engineering Research Center of Robot Visual Perception and Control Technology, Hunan University

  4. Training-Free Logical and Structural Anomaly Detection via Calibrated Fusion

    Sep 4, 2026Changyi Li, Miao Yu, Kai Dong +1Logical Anomaly DetectionAnomaly Detection

    Aalto University, 02150 Espoo, Finland · Harbin Engineering University, 150001 Harbin, China

  5. LogiCo: A Unified Framework for Logical and Structural Anomaly Detection

    Jun 27, 2026Ximiao Zhang, Min Xu, Xiuzhuang ZhouLogical Anomaly DetectionIndustrial Anomaly Detection

    School of Intelligent Engineering and Automation, Beijing University of Posts and Telecommunications, Beijing, China · College of Information and Engineering, Capital Normal University, Beijing, China

  6. Hypergraph Normal World Models for Logical Visual Anomaly Detection

    Jun 24, 2026Weizhi Nie, Zibo Xu, Weijie Wang +1Unsupervised Anomaly DetectionHypergraph Learning

    Tianjin University

  7. UniSLAD: A Unified Framework for Structural and Logical Industrial Visual Anomaly Detection

    Jun 18, 2026Changyi Li, Chao Yang, Yu Xiao +1Logical Anomaly DetectionIndustrial Anomaly Detection

  8. When Rule Violations Are Rare: Chimera Training for Logical Anomaly Detection

    May 25, 2026Alejandro Ascarate, Leo Lebrat, Rodrigo Santa Cruz +2Logical Anomaly DetectionCounterfactual Data Augmentation

    School of Electrical Engineering and Robotics, Faculty of Engineering, −Queensland University of Technology, Brisbane, Queensland, Australia

  9. VID-AD: A Dataset for Image-Level Logical Anomaly Detection under Vision-Induced Distraction

    Mar 14, 2026Hiroto Nakata, Yawen Zou, Shunsuke Sakai +5Logical Anomaly DetectionAnomaly Detection

    Department of Engineering, University of Fukui, 3-9-1 Bunkyo, Fukui-city, 910-8507, Japan · Graduate School of Science and Engineering, University of Toyama, 3190 Gofuku, Toyama-city, 930-8555, Japan · Faculty of Engineering, University of Fukui, 3-9-1 Bunkyo, Fukui-city, 910-8507, Japan +1

  10. Trivial Graph Features and Classical Learning are Enough to Detect Random Anomalies

    Mar 2, 2026Matthieu Latapy, Stephany RajehLogical Anomaly DetectionAnomaly Detection

    CNRS, LIP6 Sorbonne Universit´e Paris, France · Efrei Research Lab Efrei Paris Panth´eon-Assas Universit´e Villejuif, France