Multi-Class Data Description for Out-of-distribution Detection

Multi-Class Data Description for Out-of-distribution Detection

2 April 2021

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Papers citing "Multi-Class Data Description for Out-of-distribution Detection"

18 / 18 papers shown

Title
TrueFake: A Real World Case Dataset of Last Generation Fake Images also Shared on Social Networks S. Dell’Anna Andrea Montibeller Giulia Boato 112 1 0 29 Apr 2025
Advance Fake Video Detection via Vision Transformers Joy Battocchio S. Dell’Anna Andrea Montibeller Giulia Boato ViT VGen 81 0 0 29 Apr 2025
Continual Contrastive Learning on Tabular Data with Out of Distribution Achmad Ginanjar Xue Li Priyanka Singh Wen Hua LMTD 123 0 0 19 Mar 2025
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM Sunghyun Ahn Youngwan Jo Kijung Lee Sein Kwon Inpyo Hong Sanghyun Park 116 1 0 06 Mar 2025
Representation Learning on Out of Distribution in Tabular Data Achmad Ginanjar Xue Li Priyanka Singh Wen Hua LMTD 560 0 0 14 Feb 2025
KModels: Unlocking AI for Business Applications Roy Abitbol Eyal Cohen Muhammad Kanaan Bhavna Agrawal Yingjie Li Anuradha Bhamidipaty Erez Bilgory 47 0 0 08 Sep 2024
DNN-GDITD: Out-of-distribution detection via Deep Neural Network based Gaussian Descriptor for Imbalanced Tabular Data Priyanka Chudasama Anil Surisetty Aakarsh Malhotra Alok Singh 56 0 0 02 Sep 2024
Zero-X: A Blockchain-Enabled Open-Set Federated Learning Framework for Zero-Day Attack Detection in IoV Abdelaziz Amara Korba Abdelwahab Boualouache Y. Ghamri-Doudane 59 19 0 03 Jul 2024
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts Renchunzi Xie Ambroise Odonnat Vasilii Feofanov Weijian Deng Jianfeng Zhang Bo An 80 2 0 29 May 2024
Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos Divyanshu Mishra He Zhao Pramit Saha A. Papageorghiou J. A. Noble MedIm 80 11 0 01 Nov 2023
Accurate Open-set Recognition for Memory Workload Jun-Gi Jang Sooyeon Shim Vladimir Egay Jeeyong Lee J. Park Suhyun Chae U. Kang 29 3 0 17 Dec 2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Sanghun Jung Jungsoo Lee Nanhee Kim Amirreza Shaban Byron Boots Jaegul Choo OOD TTA 97 18 0 01 Jun 2022
Layer Adaptive Deep Neural Networks for Out-of-distribution Detection Haoliang Wang Chengli Zhao Xujiang Zhao Feng Chen OODD 60 7 0 01 Mar 2022
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters Dongha Lee Jiaming Shen SeongKu Kang Susik Yoon Jiawei Han Hwanjo Yu 83 31 0 18 Jan 2022
Deep Representation Learning with an Information-theoretic Loss S. Ando DRL 44 2 0 25 Nov 2021
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision Dongha Lee Dongmin Hyun Jiawei Han Hwanjo Yu OOD 68 1 0 24 Nov 2021
EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference Sumaiya Tabassum Nimi Md. Adnan Arefeen M. Y. S. Uddin Yugyung Lee OODD FedML 49 1 0 25 Jun 2021
Model Rectification via Unknown Unknowns Extraction from Deployment Samples B. Abrahao Zechuan Wang Haider Ahmed Yuchen Zhu 33 0 0 08 Feb 2021