Deep Anomaly Detection under Labeling Budget Constraints

15 February 2023

Papers citing "Deep Anomaly Detection under Labeling Budget Constraints"

8 / 8 papers shown

Title
Anomaly Detection of Tabular Data Using LLMs Aodong Li Yunhan Zhao Chen Qiu Marius Kloft Padhraic Smyth Maja R. Rudolph Stephan Mandt 38 9 0 24 Jun 2024
Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled Data Hiroshi Takahashi Tomoharu Iwata Atsutoshi Kumagai Yuuki Yamanaka 27 1 0 29 May 2024
Uncertainty-aware Evaluation of Auxiliary Anomalies with the Expected Anomaly Posterior Lorenzo Perini Maja R. Rudolph Sabrina Schmedding Chen Qiu 48 1 0 22 May 2024
Multitask Active Learning for Graph Anomaly Detection Wenjing Chang Kay Liu Kaize Ding Philip S. Yu Jianjun Yu 37 8 0 24 Jan 2024
DOS: Diverse Outlier Sampling for Out-of-Distribution Detection Wenyu Jiang Hao Cheng Mingcai Chen Chongjun Wang Hongxin Wei OOD OODD 19 9 0 03 Jun 2023
Zero-Shot Anomaly Detection via Batch Normalization Aodong Li Chen Qiu Marius Kloft Padhraic Smyth Maja R. Rudolph Stephan Mandt 17 0 0 15 Feb 2023
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Jiancheng Yang Rui Shi D. Wei Zequan Liu Lin Zhao B. Ke Hanspeter Pfister Bingbing Ni VLM 161 645 0 27 Oct 2021
Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning S. Das M. R. Islam Nitthilan Kanappan Jayakodi J. Doppa 11 20 0 23 Jan 2019