Memory-Bank-Based Anomaly Detection

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10 papers2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. ExCal: Optimization-Free Multivariate Time Series Anomaly Detection via Excess Calibration

    Oct 26, 2026Kadir-Kaan Özer, René Ebeling, Markus EnzweilerMemory-Bank-Based Anomaly DetectionTime-Series Anomaly Detection

    Mercedes-Benz AG, Germany · Institute for Intelligent Systems, Esslingen University of Applied Sciences, Germany

  2. Federated Coreset Subsampling for Distributed Memory Banks

    Oct 12, 2026Jason Witzemann, Daniel Pröll, Sebastian HegenbartMemory-Bank-Based Anomaly DetectionCoreset Selection

    Digital Factory Vorarlberg GmbH, Dornbirn, Austria · University of Salzburg, Salzburg, Austria · Vorarlberg University of Applied Sciences, Dornbirn, Austria

  3. LUMIN: Lifecycle-Utility-aware and Metadata-Informed Network for Visual Anomaly Detection

    Sep 4, 2026Pengfei YangMemory-Bank-Based Anomaly DetectionIndustrial Anomaly Detection

    Intelligent Precision Instrument, Shenzhen, Guangdong, China

  4. What Memory Composition Does Not Tell Us About Anomaly Detection

    Aug 24, 2026Joongwon Chae, Runming Wang, Peiwu QinMemory-Bank-Based Anomaly DetectionAnomaly Detection

    Institute of Biopharmaceutical and Health Engineering, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China · RatelSoft · Guangdong Provincial Laboratory of Traditional Chinese Medicine, Hengqin, Guangdong, China

  5. When More References Hurt: Contamination-Aware DINOv2 Memory Banks for Few-Shot Steel Defect Detection

    Aug 22, 2026Hannaneh Kalantary, Javad KhoramdelMemory-Bank-Based Anomaly DetectionIndustrial Anomaly Detection

    University of Padua · University of Vienna

  6. Training-Free Human-in-the-Loop Anomaly Detection via Memory Bank Correction

    Aug 18, 2026Ayusha Abbas, Saram Abbas, Kabita AdhikariAnomaly DetectionIndustrial Anomaly Detection

    School of Engineering, Newcastle University, Newcastle upon Tyne, UK

  7. ProCon: Projection-Consistency Memory for Training-Free Anomaly Detection

    Jul 6, 2026Joongwon Chae, Lihui Luo, Yang Liu +4Industrial Anomaly DetectionAnomaly Localization

    Tsinghua University Shenzhen International Graduate School, Shenzhen, China · Affiliated Fifth Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, China · Chinese Medicine Guangdong Laboratory +1

  8. 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

  9. Mahalanobis PatchCore: Covariance-Aware and Streaming-Compatible Industrial Anomaly Detection

    May 26, 2026Niccolò Ferrari, Oligert Osmani, Evelina LammaMahalanobis DistanceIndustrial Anomaly Detection

    Department of Engineering, University of Ferrara, Via Saragat 1, 44122, Ferrara, Italy · NAIS s.r.l., Via Maria Callas 4, 40131, Bologna, Italy · Bonfiglioli Engineering S.r.l., Via Amerigo Vespucci 20, 44124, Ferrara, Italy

  10. Sub-Band Spectral Matching with Localized Score Aggregation for Robust Anomalous Sound Detection

    Mar 14, 2026Phurich Saengthong, Takahiro ShinozakiMemory-Bank-Based Anomaly DetectionAnomaly Detection

    Department of Information and Communications Engineering, Institute of Science Tokyo, Japan