Cryptography and Security · Computer Science
BIDO: An Out-Of-Distribution Resistant Image-based Malware Detector
Wei Wang, Junhui Li, Chengbin Feng, Zhiwei Yang +1
2026-01-09
Computer Vision and Pattern Recognition · Computer Science
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
Alon Zolfi, Guy Amit, Amit Baras, Satoru Koda +3
2023-11-22
Machine Learning · Computer Science
Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances
Shuo Lu, Yingsheng Wang, Lijun Sheng, Lingxiao He +2
2025-08-05
Machine Learning · Computer Science
Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion
Jiawei Li, Sitong Li, Shanshan Wang, Yicheng Zeng +2
2024-03-19
Computer Vision and Pattern Recognition · Computer Science
Interpretable Out-Of-Distribution Detection Using Pattern Identification
Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia +1
2023-02-22
Machine Learning · Statistics
Multiple Testing Framework for Out-of-Distribution Detection
Akshayaa Magesh, Venugopal V. Veeravalli, Anirban Roy, Susmit Jha
2023-09-19
Computer Vision and Pattern Recognition · Computer Science
DBMF: A Dual-Branch Multimodal Framework for Out-of-Distribution Detection
Jiangbei Yue, Darren Treanor, Venkataraman Subramanian, Sharib Ali
2026-04-16
Machine Learning · Computer Science
Boosting Out-of-Distribution Detection with Multiple Pre-trained Models
Feng Xue, Zi He, Chuanlong Xie, Falong Tan +1
2023-01-13
Machine Learning · Computer Science
Scanning Trojaned Models Using Out-of-Distribution Samples
Hossein Mirzaei, Ali Ansari, Bahar Dibaei Nia, Mojtaba Nafez +9
2025-01-29
Computer Vision and Pattern Recognition · Computer Science
OpenOOD: Benchmarking Generalized Out-of-Distribution Detection
Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou +12
2022-10-14
Computation and Language · Computer Science
$k$Folden: $k$-Fold Ensemble for Out-Of-Distribution Detection
Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan +4
2021-11-09
Machine Learning · Computer Science
Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation
Karina Zadorozhny, Patrick Thoral, Paul Elbers, Giovanni Cinà
2022-05-09
Machine Learning · Computer Science
Robust Out-of-distribution Detection for Neural Networks
Jiefeng Chen, Yixuan Li, Xi Wu, Yingyu Liang +1
2021-12-10
Cryptography and Security · Computer Science
MAD-OOD: A Deep Learning Cluster-Driven Framework for an Out-of-Distribution Malware Detection and Classification
Tosin Ige, Christopher Kiekintveld, Aritran Piplai, Asif Rahman +2
2025-12-22
Machine Learning · Computer Science
SR-OOD: Out-of-Distribution Detection via Sample Repairing
Rui Sun, Andi Zhang, Haiming Zhang, Jinke Ren +4
2023-11-29
Machine Learning · Computer Science
Perturb-and-Compare Approach for Detecting Out-of-Distribution Samples in Constrained Access Environments
Heeyoung Lee, Hoyoon Byun, Changdae Oh, JinYeong Bak +1
2024-08-20
Computer Vision and Pattern Recognition · Computer Science
A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images
Zhongzheng Huang, Tao Wang, Yuanzheng Cai, Lingyu Liang
2023-01-19
Machine Learning · Statistics
Feature Space Singularity for Out-of-Distribution Detection
Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen +2
2020-12-18