Learning a Neural-network-based Representation for Open Set Recognition

12 February 2018

Papers citing "Learning a Neural-network-based Representation for Open Set Recognition"

18 / 18 papers shown

Title
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation Jiawen Xu O. Kao Margret Keuper 27 0 0 19 May 2025
Malware families discovery via Open-Set Recognition on Android manifest permissions Filippo Leveni Matteo Mistura Francesco Iubatti Carmine Giangregorio Nicolò Pastore Cesare Alippi Giacomo Boracchi 12 0 0 19 May 2025
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 50 0 0 15 Oct 2024
A Survey on Open-Set Image Recognition Qiulei Dong Qiulei Dong BDL ObjD 39 3 0 25 Dec 2023
MDENet: Multi-modal Dual-embedding Networks for Malware Open-set Recognition Jingcai Guo Yuanyuan Xu Wenchao Xu Yufeng Zhan Yuxia Sun Song Guo 50 12 0 02 May 2023
Glocal Energy-based Learning for Few-Shot Open-Set Recognition Haoyu Wang Guansong Pang Peng Wang Lei Zhang Wei Wei Yanning Zhang 27 12 0 24 Apr 2023
Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition Jingyun Jia P. Chan BDL 19 2 0 28 Sep 2022
Semantic Driven Energy based Out-of-Distribution Detection Abhishek Joshi Sathish Chalasani K. N. Iyer OODD 44 4 0 23 Aug 2022
Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection Konstantin Kirchheim Tim Gonschorek F. Ortmeier OODD 36 2 0 01 Mar 2022
Open-Set Recognition of Breast Cancer Treatments Alexander Cao Diego Klabjan Yuan Luo BDL OOD 37 1 0 09 Jan 2022
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach Qitian Wu Chenxiao Yang Junchi Yan 27 32 0 09 Oct 2021
A Survey on Open Set Recognition Atefeh Mahdavi Marco M. Carvalho BDL 29 35 0 18 Aug 2021
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications Lixuan Yang A. Finamore Feng Jun Dario Rossi 22 46 0 07 Apr 2021
Learning Adaptive Embedding Considering Incremental Class Yang Yang Zhensheng Sun HengShu Zhu Yanjie Fu Hui Xiong Jian Yang CLL 24 40 0 31 Aug 2020
Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery Razieh Kaviani Baghbaderani Ying Qu Hairong Qi Craig Stutts 30 17 0 21 Jul 2020
DeepStreamCE: A Streaming Approach to Concept Evolution Detection in Deep Neural Networks Lorraine Chambers M. Gaber Zahraa S Abdallah 21 4 0 08 Apr 2020
Recent Advances in Open Set Recognition: A Survey Chuanxing Geng Sheng-Jun Huang Songcan Chen BDL ObjD 59 759 0 21 Nov 2018
Microsoft Malware Classification Challenge Royi Ronen Marian Radu Corina Feuerstein E. Yom-Tov Mansour Ahmadi 29 377 0 22 Feb 2018