2025 "anomaly detection" Papers
15 papers found
ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining
Xincheng Yao, Yan Luo, Zefeng Qian et al.
NeurIPS 2025posterarXiv:2511.05245
1
citations
Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres
Walid Durani, Collin Leiber, Khalid Durani et al.
NeurIPS 2025poster
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
Xingjian Wu, Xiangfei Qiu, Zhengyu Li et al.
ICLR 2025posterarXiv:2410.12261
59
citations
CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series
Gideon Stein, Maha Shadaydeh, Jan Blunk et al.
ICLR 2025oralarXiv:2503.17452
7
citations
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
Jinghan Li, Yuan Gao, Jinda Lu et al.
ICLR 2025posterarXiv:2410.06549
8
citations
Fairness-aware Anomaly Detection via Fair Projection
Feng Xiao, Xiaoying Tang, Jicong Fan
NeurIPS 2025posterarXiv:2505.11132
Kaputt: A Large-Scale Dataset for Visual Defect Detection
Sebastian Höfer, Dorian Henning, Artemij Amiranashvili et al.
ICCV 2025posterarXiv:2510.05903
1
citations
MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects
Lei Fan, Dongdong Fan, Zhiguang Hu et al.
CVPR 2025posterarXiv:2412.04867
15
citations
Multivariate Time Series Anomaly Detection with Idempotent Reconstruction
Xin Sun, Heng Zhou, Chao Li
NeurIPS 2025poster
NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection
Dennis Wagner, Fabian Hartung, Justus Arweiler et al.
NeurIPS 2025poster
Odd-One-Out: Anomaly Detection by Comparing with Neighbors
Ankan Kumar Bhunia, Changjian Li, Hakan Bilen
CVPR 2025posterarXiv:2406.20099
1
citations
PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies
Mojtaba Nafez, Amirhossein Koochakian, Arad Maleki et al.
CVPR 2025posterarXiv:2506.09237
2
citations
Selective Learning for Deep Time Series Forecasting
Yisong Fu, Zezhi Shao, Chengqing Yu et al.
NeurIPS 2025oralarXiv:2510.25207
1
citations
Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models
Hoang Khoi Nguyen Do, Truc Nguyen, Malik Hassanaly et al.
ICLR 2025posterarXiv:2503.06413
2
citations
Toward Long-Tailed Online Anomaly Detection through Class-Agnostic Concepts
Chiao-An Yang, Kuan-Chuan Peng, Raymond A. Yeh
ICCV 2025posterarXiv:2507.16946