Recent Advances in Open Set Recognition: A Survey

21 November 2018

Papers citing "Recent Advances in Open Set Recognition: A Survey"

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Title
Beyond the Known: Novel Class Discovery for Open-world Graph Learning Yucheng Jin Yun Xiong Juncheng Fang Xixi Wu Dongxiao He Xing Jia Bingchen Zhao Philip Yu OffRL 42 0 0 29 Mar 2024
Open-Set Recognition in the Age of Vision-Language Models Dimity Miller Niko Sünderhauf Alex Kenna Keita Mason VLM 40 3 0 25 Mar 2024
Open-World Semi-Supervised Learning for Node Classification Yanling Wang Jing Zhang Lingxi Zhang Lixin Liu Yuxiao Dong Cuiping Li Hong Chen Hongzhi Yin BDL 40 0 0 18 Mar 2024
Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review Xiaozhou Ye Kouichi Sakurai Nirmal Nair Kevin I-Kai Wang 18 7 0 12 Mar 2024
Active Generalized Category Discovery Shijie Ma Fei Zhu Zhun Zhong Xu-Yao Zhang Cheng-Lin Liu 37 13 0 07 Mar 2024
VAEMax: Open-Set Intrusion Detection based on OpenMax and Variational Autoencoder Zhiyin Qiu Ding Zhou Yahui Zhai Bo Liu Lei He Jiuxin Cao DRL 33 2 0 07 Mar 2024
Outlier detection by ensembling uncertainty with negative objectness Anja Delić Matej Grcić Sinisa Segvic UQCV 51 15 0 23 Feb 2024
On-Demand Myoelectric Control Using Wake Gestures to Eliminate False Activations During Activities of Daily Living Ethan Eddy Evan Campbell Scott Bateman Erik J. Scheme 11 2 0 15 Feb 2024
Out-of-Distribution Detection and Data Drift Monitoring using Statistical Process Control Ghada Zamzmi Kesavan Venkatesh Brandon Nelson Smriti Prathapan Paul H Yi B. Sahiner Jana G. Delfino OOD 30 0 0 12 Feb 2024
Taking Class Imbalance Into Account in Open Set Recognition Evaluation Joanna Komorniczak Pawel Ksieniewicz 25 0 0 09 Feb 2024
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection Chao Chen Zhihang Fu Kai-Chun Liu Ze Chen Mingyuan Tao Jieping Ye OODD 33 3 0 04 Feb 2024
WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition Framework Xiang Zhang Jingyang Huang Huan Yan Peng Zhao Guohang Zhuang Zhi Liu Bin Liu EDL 36 1 0 01 Feb 2024
All Beings Are Equal in Open Set Recognition Chaohua Li Enhao Zhang Chuanxing Geng Songcan Chen 32 1 0 31 Jan 2024
Open-Set Facial Expression Recognition Yuhang Zhang Yue Yao Xuannan Liu Lixiong Qin Wenjing Wang Weihong Deng CVBM 27 3 0 23 Jan 2024
Robust Semi-Supervised Learning for Self-learning Open-World Classes Wenjuan Xi Xin Song Weili Guo Yang Yang 51 13 0 15 Jan 2024
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning Haiyang Guo Fei Zhu Wenzhuo Liu Xu-Yao Zhang Cheng-Lin Liu CLL 35 6 0 04 Jan 2024
A Survey on Open-Set Image Recognition Jiaying Sun Qiulei Dong BDL ObjD 32 3 0 25 Dec 2023
Managing the unknown: a survey on Open Set Recognition and tangential areas Marcos Barcina-Blanco J. Lobo Pablo Garcia-Bringas Javier Del Ser VLM 33 2 0 14 Dec 2023
Model Evaluation for Domain Identification of Unknown Classes in Open-World Recognition: A Proposal Gusti Ahmad Fanshuri Alfarisy O. A. Malik Ong Wee Hong 11 0 0 09 Dec 2023
Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges Noémie Jaquier Michael C. Welle A. Gams Kunpeng Yao Bernardo Fichera A. Billard Aleš Ude Tamim Asfour Danica Kragic 35 14 0 29 Nov 2023
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach Ayush K. Rai Tarun Krishna Feiyan Hu Alexandru Drimbarean Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 39 1 0 27 Nov 2023
Unified Classification and Rejection: A One-versus-All Framework Zhen Cheng Xu-Yao Zhang Cheng-Lin Liu 65 7 0 22 Nov 2023
Analysis and Applications of Deep Learning with Finite Samples in Full Life-Cycle Intelligence of Nuclear Power Generation Chenwei Tang Wenqiang Zhou Dong Wang Caiyang Yu Zhenan He ... Shudong Huang Yi Gao Jianming Chen Wentao Feng Jiancheng Lv AI4CE 30 0 0 07 Nov 2023
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 28 17 0 30 Oct 2023
Multi-label Open-set Audio Classification Sripathi Sridhar Mark Cartwright VLM 38 3 0 20 Oct 2023
Enhancing Open-World Bacterial Raman Spectra Identification by Feature Regularization for Improved Resilience against Unknown Classes Y. Balytskyi Nataliia Kalashnyk Inna Hubenko A. Balytska Kelly L McNear AAML 17 1 0 19 Oct 2023
Towards Open World Active Learning for 3D Object Detection Zhuoxiao Chen Yadan Luo Zixin Wang Zijian Wang Xin Yu Zi Huang 32 0 0 16 Oct 2023
Pairwise Similarity Learning is SimPLE Yandong Wen Weiyang Liu Yao Feng Bhiksha Raj Rita Singh Adrian Weller Michael J. Black Bernhard Schölkopf 33 6 0 13 Oct 2023
A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance Tinghui Ouyang Isao Echizen Yoshiki Seo OODD 25 2 0 12 Oct 2023
Towards Distribution-Agnostic Generalized Category Discovery Jianhong Bai Zuo-Qiang Liu Hualiang Wang Ruizhe Chen Lianrui Mu Xiaomeng Li Qiufeng Wang Yang Feng Jian Wu Haoji Hu 44 9 0 02 Oct 2023
Domain Adaptive Few-Shot Open-Set Learning Debabrata Pal Deeptej More Sai Bhargav Dipesh Tamboli Vaneet Aggarwal Biplab Banerjee 29 2 0 22 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition Wentao Bao Qi Yu Yu Kong BDL 35 2 0 19 Sep 2023
Towards Effective Semantic OOD Detection in Unseen Domains: A Domain Generalization Perspective Haoliang Wang Chen Zhao Yunhui Guo Kai Jiang Feng Chen 35 3 0 18 Sep 2023
Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation Lucas Fernando Alvarenga e Silva N. Sebe Jurandy Almeida 15 3 0 16 Sep 2023
Probabilistic Self-supervised Learning via Scoring Rules Minimization Amirhossein Vahidi Simon Schoßer Lisa Wimmer Yawei Li B. Bischl Eyke Hüllermeier Mina Rezaei SSL 25 2 0 05 Sep 2023
SOAR: Scene-debiasing Open-set Action Recognition Yuanhao Zhai Ziyi Liu Zhenyu Wu Yi Wu Chunluan Zhou David Doermann Junsong Yuan Gang Hua 21 11 0 03 Sep 2023
Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning Amirhossein Vahidi Lisa Wimmer H. Gündüz Bernd Bischl Eyke Hüllermeier Mina Rezaei OOD UQCV 30 4 0 28 Aug 2023
LORD: Leveraging Open-Set Recognition with Unknown Data Tobias Koch Christian Riess Thomas Köhler 28 2 0 24 Aug 2023
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection Charles Guille-Escuret Pierre-Andre Noel Ioannis Mitliagkas David Vazquez João Monteiro OOD OODD 32 0 0 22 Aug 2023
On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion Yu-Sheng Li Xun Xu Yongyi Su Kui Jia OOD VLM TTA 27 18 0 19 Aug 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization Xiran Wang Jian Zhang Lei Qi Yinghuan Shi 21 19 0 18 Aug 2023
OpenGCD: Assisting Open World Recognition with Generalized Category Discovery Fulin Gao Weimin Zhong Zhixing Cao Xin Peng Zhi Li 8 1 0 14 Aug 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 31 32 0 18 Jul 2023
Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning Fan Feng Sara Magliacane OffRL OCL 36 11 0 18 Jul 2023
Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis Mingyuan Liu Lu Xu Jicong Zhang 26 4 0 10 Jul 2023
Learning Adversarial Semantic Embeddings for Zero-Shot Recognition in Open Worlds Tianqi Li Guansong Pang Xiao Bai Jingyi Zheng Lei Zhou Xin Ning VLM 40 27 0 07 Jul 2023
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts Johannes Jakubik Daniel Weber Patrick Hemmer Michael Vossing G. Satzger 29 2 0 06 Jul 2023
OpenAPMax: Abnormal Patterns-based Model for Real-World Alzheimer's Disease Diagnosis Yunyou Huang Xianglong Guan Xiangjiang Lu Xiaoshuan Liang Xiuxia Miao ... Wenjing Liu Li Ma Suqin Tang Zhifei Zhang Jianfeng Zhan OOD 35 0 0 03 Jul 2023
Partial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples Shuo He Lei Feng Guowu Yang 16 1 0 02 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 34 136 0 28 Jun 2023