Generative OpenMax for Multi-Class Open Set Classification

24 July 2017

Papers citing "Generative OpenMax for Multi-Class Open Set Classification"

50 / 182 papers shown

Title
Drainage: A Unifying Framework for Addressing Class Uncertainty Yasser Taha Grégoire Montavon Nils Körber 24 0 0 02 Dec 2025
Open-Set Domain Adaptation Under Background Distribution Shift: Challenges and A Provably Efficient Solution Shravan Chaudhari Yoav Wald Suchi Saria OOD VLM 242 0 0 01 Dec 2025
Improving Long-Range Interactions in Graph Neural Simulators via Hamiltonian Dynamics Tai Hoang Alessandro Trenta Alessio Gravina Niklas Freymuth P. Becker D. Bacciu Gerhard Neumann AI4CE 125 0 0 11 Nov 2025
Information Theory in Open-world Machine Learning Foundations, Frameworks, and Future Direction Lin Wang 224 0 0 17 Oct 2025
Conformal Inference for Open-Set and Imbalanced Classification Tianmin Xie Yanfei Zhou Ziyi Liang Stefano Favaro Matteo Sesia 109 0 0 14 Oct 2025
Training-Free Label Space Alignment for Universal Domain Adaptation Dujin Lee Sojung An Jungmyung Wi Kuniaki Saito Donghyun Kim VLM 176 0 0 22 Sep 2025
Evolving from Unknown to Known: Retentive Angular Representation Learning for Incremental Open Set Recognition Runqing Yang Yimin Fu Changyuan Wu Zhunga Liu 209 0 0 08 Sep 2025
Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning Jiawen Xu O. Kao BDL CLL 128 0 0 18 Aug 2025
Handling Out-of-Distribution Data: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 L. Tamang Mohamed Reda Bouadjenek Richard Dazeley S. Aryal OOD OODD 278 4 0 25 Jul 2025
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 356 19 0 01 Jul 2025
Open-Set LiDAR Panoptic Segmentation Guided by Uncertainty-Aware Learning Rohit Mohan Julia Hindel F. Drews Claudius Gläser Daniele Cattaneo Abhinav Valada UQCV EDL 438 1 0 16 Jun 2025
Open-Set Domain Generalization through Spectral-Spatial Uncertainty Disentanglement for Hyperspectral Image Classification Amirreza Khoshbakht Erchan Aptoula EDL 268 0 0 11 Jun 2025
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Chenruo Liu Kenan Tang Yao Qin Qi Lei 244 1 0 28 May 2025
Boosting Open Set Recognition Performance through Modulated Representation Learning Amit Kumar Kundu Vaishnavi Patil Joseph Jaja 384 0 0 23 May 2025
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation Jiawen Xu O. Kao Margret Keuper 380 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 132 0 0 19 May 2025
On the Learning with Augmented Class via ForestsInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Fan Xu Wuyang Chen Wei Gao 229 0 0 14 May 2025
Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based ApproachComputer Vision and Pattern Recognition (CVPR), 2025 Chen-Chen Zong Sheng-Jun Huang EDL 468 3 0 27 Feb 2025
Open-Set Object Detection By Aligning Known Class RepresentationsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Hiran Sarkar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ObjD 200 8 0 31 Dec 2024
UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework Silin Cheng Yuanpei Liu Kai Han EDL 347 0 0 12 Dec 2024
TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution DetectionAAAI Conference on Artificial Intelligence (AAAI), 2024 Jiankang Chen Tong Zhang Wei-Shi Zheng Ruixuan Wang OODD 387 5 0 22 Nov 2024
Deep Active Learning in the Open World Tian Xie Jifan Zhang Haoyue Bai R. Nowak VLM 869 6 0 10 Nov 2024
GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class DiscoveryIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2024 Bhupendra S. Solanki Ashwin Nair Mainak Singha Souradeep Mukhopadhyay Ankit Jha Biplab Banerjee VLM 391 2 0 04 Nov 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category DiscoveryEuropean Conference on Computer Vision (ECCV), 2024 Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 232 20 0 26 Aug 2024
Advanced Vision Transformers and Open-Set Learning for Robust Mosquito Classification: A Novel Approach to Entomological Studies Ahmed Akib Jawad Karim Muhammad Zawad Mahmud Riasat Khan 115 3 0 12 Aug 2024
Unseen Object Reasoning with Shared Appearance Cues Paridhi Singh Arun C. S. Kumar OCL 202 0 0 21 Jun 2024
Large-Scale Evaluation of Open-Set Image Classification Techniques Halil Bisgin Andres Palechor Mike Suter Manuel Günther 145 1 0 13 Jun 2024
BOSC: A Backdoor-based Framework for Open Set Synthetic Image AttributionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Jun Wang B. Tondi Mauro Barni DiffM 403 5 0 19 May 2024
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample DetectionHawaii International Conference on System Sciences (HICSS), 2024 Atefeh Mahdavi Marco M. Carvalho 204 0 0 09 May 2024
A Closer Look at Classification Evaluation Metrics and a Critical Reflection of Common Evaluation Practice Juri Opitz 206 77 0 25 Apr 2024
Gradient-Regularized Out-of-Distribution Detection Sina Sharifi Taha Entesari Bardia Safaei Vishal M. Patel Mahyar Fazlyab OODD 319 11 0 18 Apr 2024
Know Yourself Better: Diverse Discriminative Feature Learning Improves Open Set Recognition Jiawen Xu 207 1 0 16 Apr 2024
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Mainak Singha Ankit Jha Shirsha Bose Ashwin Nair Moloud Abdar Biplab Banerjee VLM 206 23 0 31 Mar 2024
Out-of-Distribution Detection Using Peer-Class Generated by Large Language Model K. Huang G. Song Hanwen Su Jiyan Wang OODD 209 1 0 20 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 155 5 0 07 Mar 2024
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted SurgeryIEEE International Conference on Robotics and Automation (ICRA), 2024 Long Bai Guan-Feng Wang Jie Wang Xiaoxiao Yang Huxin Gao Xin Liang An-Chi Wang Mobarakol Islam Hongliang Ren 183 10 0 10 Feb 2024
Taking Class Imbalance Into Account in Open Set Recognition Evaluation Joanna Komorniczak Pawel Ksieniewicz 236 1 0 09 Feb 2024
Profiling and Modeling of Power Characteristics of Leadership-Scale HPC System Workloads A. M. Karimi Naw Safrin Sattar Woong Shin Feiyi Wang 71 3 0 01 Feb 2024
All Beings Are Equal in Open Set Recognition Chaohua Li Enhao Zhang Chuanxing Geng Songcan Chen 209 5 0 31 Jan 2024
Open-Set Facial Expression RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2024 Yuhang Zhang Yue Yao Xuannan Liu Lixiong Qin Wenjing Wang Weihong Deng CVBM 143 10 0 23 Jan 2024
A Survey on Open-Set Image Recognition Qiulei Dong Qiulei Dong BDL ObjD 227 9 0 25 Dec 2023
Entropic Open-set Active Learning Bardia Safaei VS Vibashan C. D. Melo Vishal M. Patel UQCV EDL 241 29 0 21 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 280 7 0 14 Dec 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category DiscoveryNeural Information Processing Systems (NeurIPS), 2023 Sarah Rastegar Hazel Doughty Cees G. M. Snoek 481 34 0 30 Oct 2023
OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning Jiawen Xu Claas Grohnfeldt O. Kao BDL CLL 234 2 0 05 Oct 2023
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object RecognitionNeural Information Processing Systems (NeurIPS), 2023 Haoxuan Qu Xiaofei Hui Yujun Cai Jun Liu 578 16 0 22 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition Wentao Bao Qi Yu Yu Kong BDL 366 3 0 19 Sep 2023
Flexible Visual Recognition by Evidential Modeling of Confusion and IgnoranceIEEE International Conference on Computer Vision (ICCV), 2023 Lei Fan Bo Liu Haoxiang Li Ying Wu Gang Hua 215 7 0 14 Sep 2023
SOAR: Scene-debiasing Open-set Action RecognitionIEEE International Conference on Computer Vision (ICCV), 2023 Yuanhao Zhai Ziyi Liu Zhenyu Wu Yi Wu Chunluan Zhou David Doermann Junsong Yuan Gang Hua 310 13 0 03 Sep 2023
LORD: Leveraging Open-Set Recognition with Unknown Data Tobias Koch Christian Riess Thomas Köhler 113 3 0 24 Aug 2023