Anomaly Detection

Ask about this topic

Momentum

40 papers in the last four weeks, up 33% on the four weeks before. 0.4% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 409

All topics
CardsList

  1. A Sensor-Adaptive Incremental Learning Framework for Artifact Detection in Satellite Precipitation Data

    Sep 1, 2026Andres F. Monsalve, Hernan A. Moreno, Christian D. KummerowRemote SensingIncremental Learning

    University of Texas at El Paso, El Paso, TX, USA · Colorado State University, Fort Collins, CO, USA

  2. CATeye: Coupled Attribute-Topology Invariance Learning for Voucher Abuse Detection

    Sep 1, 2026Tian Tian, Shuaicheng Niu, Hao Kuang +3Domain GeneralizationFinancial Fraud Detection

    Nanyang Technological University · Singapore · Lazada Inc. +3

  3. Anomaly Detection on Small Industrial Components via Vision-Based Tactile Sensing

    Aug 31, 2026G. F. Preziosa, M. Casiglia, M. Faroni +2Vision-Based Tactile SensingIndustrial Anomaly Detection

    Politecnico di Milano, Piazza Leonardo da Vinci, 32, Milano (Italy)

  4. InspectorGPT: A Comparative Reasoning Enhanced VLM for Comprehensive Industrial Anomaly Detection

    Aug 30, 2026Weifei Chen, Honghao Zhang, Zhiyuan You +1Industrial Anomaly DetectionZero-Shot Anomaly Detection

    Shanghai Jiao Tong University · The Chinese University of Hong Kong

  5. A VLM Answer Is Not an Anomaly Score: Rank Compression Across Image and Video Anomaly Detection

    Aug 21, 2026Inpyo Song, Jangwon LeeVideo Anomaly DetectionZero-Shot Anomaly Detection

    SungKyunKwan University South Korea

  6. UniTraffic-Agent: Unified Traffic Video Reasoning for AI City Challenge 2026 Track 3 with Two Out-of-Domain Evaluations

    Aug 13, 2026Peng Li, Qianqian Xu, Shilong Bao +2Pedestrian Intention PredictionIntelligent Transportation Systems

    School of Computer Science and Technology, University of Chinese Academy of Sciences (UCAS), Beijing, China · State Key Laboratory of AI Safety, Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS), Beijing, China · Beijing Academy of Artificial Intelligence (BAAI), Beijing, China +1

  7. RAGSieve: Self-Referenced Local Contrast for Knowledge-Poison Detection in Retrieval-Augmented Generation

    Aug 13, 2026Xinlong Xu, Yoshua Y. LiRAG Poisoning AttacksRAG Security

    Nanjing University of Information Science and Technology · Meituan

  8. Dual Spatial-Temporal Attribution: Architecture-Aligned Post-Hoc Explainability for Recurrent Graph Anomaly Detection

    Aug 12, 2026Iyad Assaad Nekka, Hamida Seba, Khaled Walid Hidouci +1Gradient-Based AttributionInterpretable Anomaly Detection

    LCSI Laboratory, National Higher School of Computer Science (ESI), Algiers, Algeria · Université Claude Bernard Lyon 1, Lyon, France

  9. Localizing to Debias: A Patch-Level Benchmark and Baseline for Weakly Supervised Spatial Anomaly Detection

    Aug 12, 2026Sara Abdulaziz, Abdulrahman Al-Abri, Giacomo D'Amicantonio +1Anomaly LocalizationWeakly Supervised Video Anomaly Detection

    Eindhoven University of Technology, 5612 AE Eindhoven, Netherlands

  10. Towards Model-based Run-time Cybersecurity: On Control-Flow Anomaly Detection, Attack Identification, and Hardware Monitoring

    Aug 12, 2026Martin Sachenbacher, Martin Leucker, Alexander Weiss +1Anomaly Detection

    Faculty of Computer Science and Mathematics, OTH Regensburg, Galgenbergstraße 32, 93053 Regensburg, Germany · Institute for Software Engineering and Programming Languages, Universität zu Lübeck, Ratzeburger Allee 160, 23562 Lübeck, Germany · Accemic Technologies GmbH, Franz-Huber-Straße 39, 83088 Kiefersfelden, Germany

  11. JAPE: Joint Anomaly Prediction and Intrinsic Explanation in Multivariate Time Series

    Aug 12, 2026Yian Wei, Yuanyuan Yao, Lu Chen +2Interpretable Anomaly DetectionTime-Series Anomaly Detection

    Zhejiang University · RMIT University · Aalborg University

  12. AgenticTwin: An Agentic LLM Framework Integrated with Digital Twin for Anomaly Detection

    Aug 12, 2026Touseef Hasan, Mounika Ghanta, Souvika Sarkar +1Cyber-Physical SystemsDigital Twins

    School of Computing, Wichita State University, KS, USA · Department of Electrical and Computer Engineering, Auburn University, AL, USA

  13. Towards an approach to multivariate outlier detection for District Heating System data

    Aug 11, 2026Rajko Turudija, Dušan Stojiljković, Milan Zdravković +1Isolation ForestIndustrial Anomaly Detection

    Faculty of Mechanical Engineering University of Niš ul. Aleksandra Medvedeva 14, 18000 Niš, Serbia

  14. SCOUT: Symmetric Consensus Outlier Detection for Failure Localization in LLM Pre-Training

    Aug 11, 2026Zhuang WangFault-Tolerant Distributed TrainingLLM Reliability

    Independent Researcher

  15. ProTAGAD: A Foundation Model for TAG Anomaly Detection with Decoupled Topological and Textual Prototypes

    Aug 11, 2026Ziyan Wang, Liwen Wu, Cheng Xie +3Prototype LearningText-Attributed Graph Learning

    School of Software and AI, Yunnan University, Kunming, China

  16. BREAD: Baseline-Referenced Explanations for Anomaly Diagnosis

    Aug 11, 2026Jiaqi Qiu, Rob Goedhart, Jannis Kurtz +1Feature AttributionExplainable Artificial Intelligence

    Department of Business Analytics, Amsterdam Business School, University of Amsterdam, Amsterdam, The Netherlands

  17. From Detection to Understanding: TAR and TAR-Bench for Multi-Task Traffic Anomaly Reasoning

    Aug 10, 2026Han Zhang, Yilin Zhao, Zaid Pervaiz Bhat +5Video-Language Model EvaluationVideo Anomaly Detection

    NVIDIA · Santa Clara University

  18. Unsupervised Detection of Groundwater Storage Anomalies in Ghana Using GRACE Satellite Data

    Aug 10, 2026George Yamoah Afrifa, Theophilus Ansah-Narh, Marcellin AtemkengIsolation ForestAnomaly Detection

    Ghana Space Science and Technology Institute Accra, Ghana · Department of Mathematics Rhodes University, Grahamstown, South Africa

  19. Beyond Hazard Resemblance: Contrastive Event Adjudication for Training-Free Video Anomaly Detection

    Aug 10, 2026Wenti Yin, Xiang Wang, Huaxin Zhang +4Interpretable Anomaly DetectionAnomaly Localization

    Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology · Alibaba Group · The Hong Kong University of Science and Technology (Guangzhou)

  20. A Machine Learning Based Search for Lunar Anomalies

    Aug 10, 2026Cameron Kelahan, Daniel Angerhausen, Adam Lesnikowski +1Remote Sensing Image UnderstandingUnsupervised Anomaly Detection

    University of Warwick, Coventry, United Kingdom CV4 7AL · Universit`a degli Studi di Padova, Via 8 Febbraio, 2 - 35122 Padova, Italy · James Madison University, 800 South Main Street, Harrisonburg, VA 22807 +3

  21. LightAIR: Lightweight Action Inversion and Riemannian Rectification for Text-based Person Anomaly Search

    Aug 10, 2026Yulun Zhang, Zixu Li, Zhiwei Chen +6Representation DisentanglementImage-Text Retrieval

    Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences Shenzhen, China · Shandong University Jinan, China

  22. Federated Attention Autoencoders with a Stochastic Aggregation Scheme for Anomaly Detection

    Aug 9, 2026Mihailo Ilić, Miloš Savić, Vladimir Kurbalija +3Federated Learning AggregationAutoencoders

    Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Serbia · Department of Informatics, Modeling, Electronics, and Systems, University of Calabria, Italy

  23. Agentic Anomaly Detection with ORCA-Style Dynamic Inductive Bias Adaptation in Multimodal Wearable Time Series Data

    Aug 9, 2026Anushka Roy, Jyotirmoy Singh, Shreea Bose +1Multimodal Anomaly DetectionTime-Series Anomaly Detection

    Department of Electrical and Electronics Engineering BITS Pilani, Hyderabad Campus · Department of Computer Science & Information Systems BITS Pilani, Hyderabad Campus · Department of Computer Science & Information Systems2026 BITS Pilani, Hyderabad Campus

  24. Open-World Semantic Segmentation with Sensitivity Modeling

    Aug 8, 2026Anastasios Romanos Varvarigos, Nikos Giakoumoglou, Tania StathakiOOD DetectionSemantic Segmentation

    Department of Electrical and Electronic Engineering, Imperial College London, London, UK

  25. LIBAD: A Multimodal Anomaly Detection Benchmark for Li-Ion Battery Electrode Manufacturing

    Aug 8, 2026Wenbo Sui, Daniel Lichau, Harold Phelippeau +1Industrial Anomaly DetectionMultimodal Anomaly Detection

    Thermo Fisher Scientific, 39 Rue d’Armagnac, Bordeaux, 33800, France · DTU Energy, Technical University of Denmark, Fysikvej 310, Kgs. Lyngby, 2800, Denmark · Thermo Fisher Scientific, 5350 NE Dawson Creek Dr, Hillsboro, OR 97124, USA

  26. From Benchmark Performance to Tool Deployment: Human-in-the-Loop Anomaly Detection

    Aug 7, 2026Mike Szklarzewski, CJ George, Gavin Smithson +10Human-in-the-Loop AnnotationIndustrial Anomaly Detection

    Department of Computing Sciences, Coastal Carolina University, Conway, SC, USA · High Performance Computing Design, Los Alamos National Laboratory, Los Alamos, NM, USA · Academy of Arts Science and Technology, Horry County School District, Myrtle Beach, SC, USA +3

  27. PHOENIX: Fine-Tuned SLM-Powered Autonomous Satellite Lifetime Extension via Predictive Self-Healing and Multi-Agent AI Recovery

    Aug 7, 2026Sumaiya Islam, Harsha Kumara MoraliyagePredictive MaintenanceFault Diagnosis

    Department of Software Engineering University of Dhaka Dhaka, Bangladesh · Centre for Data Analytics and Cognition La Trobe University Melbourne, Australia

  28. Grounded Well-Condition Anomaly Detection on the Volve Field: Constructed Labels, a Baseline, and a Dual-Head Model

    Aug 6, 2026Gospel Bassey, Samuel Bassey, Vincent FakiyesiIndustrial Anomaly DetectionFault Detection

    Independent Researcher. · College of Engineering, Biochemical Engineering. University of Georgia. · College of Engineering, EETI. University of Georgia.

  29. Towards Valid B-Rep Generation: Training-Free Wireframe Anomaly Detection and Repair

    Aug 5, 2026Jingyu Wu, Youcheng Cai, Tengyu Luo +1Anomaly Detection

    University of Science and Technology of China, Hefei, China

  30. Attention, Anomalies! Handling Attention Layers in Unsupervised Federated Outlier Detection

    Aug 5, 2026Mihailo Ilić, Miloš Savić, Vladimir Kurbalija +3Memory-Augmented Neural NetworksFederated Learning Aggregation

    Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Serbia · Department of Informatics, Modeling, Electronics, and Systems, University of Calabria, Italy