Recent Advances in Open Set Recognition: A Survey

21 November 2018

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

50 / 275 papers shown

Title
A Generalized Unbiased Risk Estimator for Learning with Augmented Classes Senlin Shu Shuo He Haobo Wang Hongxin Wei Tao Xiang Lei Feng 11 3 0 12 Jun 2023
Federated Learning for Medical Image Analysis: A Survey Hao Guan Pew-Thian Yap Andrea Bozoki Mingxia Liu FedML OOD 29 112 0 09 Jun 2023
A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution Detection Eduardo Dadalto Camara Gomes Pierre Colombo Guillaume Staerman Nathan Noiry Pablo Piantanida OODD 33 2 0 06 Jun 2023
A Data-Driven Measure of Relative Uncertainty for Misclassification Detection Eduardo Dadalto Camara Gomes Marco Romanelli Georg Pichler Pablo Piantanida UQCV 25 5 0 02 Jun 2023
Learning without Forgetting for Vision-Language Models Da-Wei Zhou Yuanhan Zhang Jingyi Ning Jingyi Ning De-Chuan Zhan De-Chuan Zhan Ziwei Liu VLM CLL 69 37 0 30 May 2023
ADD 2023: the Second Audio Deepfake Detection Challenge Jiangyan Yi Jianhua Tao Ruibo Fu Xinrui Yan Chenglong Wang ... Zhengqi Wen Shan Liang Zheng Lian Shuai Nie Haizhou Li 80 93 0 23 May 2023
Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives T. Eerola Daniel Batrakhanov Nastaran Vatankhah Barazandeh K. Kraft Lumi Haraguchi L. Lensu S. Suikkanen Jukka Seppälä T. Tamminen H. Kalviainen 13 11 0 19 May 2023
Embrace Limited and Imperfect Training Datasets: Opportunities and Challenges in Plant Disease Recognition Using Deep Learning Mingle Xu H. Kim Jucheng Yang A. Fuentes Yao Meng Sook Yoon Taehyun Kim D. Park 20 17 0 19 May 2023
torchosr -- a PyTorch extension package for Open Set Recognition models evaluation in Python Joanna Komorniczak Pawel Ksieniewicz 3DV 8 3 0 16 May 2023
Artificial intelligence to advance Earth observation: a perspective D. Tuia Konrad Schindler Begum Demir Gustau Camps-Valls Xiao Xiang Zhu ... Mihai Datcu Jorge-Arnulfo Quiané-Ruiz Volker Markl Bertrand Le Saux Rochelle Schneider 28 10 0 15 May 2023
Egocentric Hierarchical Visual Semantics L. Erculiani A. Bontempelli Andrea Passerini Fausto Giunchiglia OCL 17 2 0 09 May 2023
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts Hao Lang Yinhe Zheng Binyuan Hui Fei Huang Yongbin Li 19 4 0 05 May 2023
Incremental Generalized Category Discovery Bingchen Zhao Oisin Mac Aodha CLL 40 12 0 27 Apr 2023
Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture J. Wang Omran Alamayreh B. Tondi Mauro Barni CVBM 10 7 0 11 Apr 2023
Learning to Name Classes for Vision and Language Models Sarah Parisot Yongxin Yang Steven G. McDonagh VLM 17 10 0 04 Apr 2023
Simple Domain Generalization Methods are Strong Baselines for Open Domain Generalization Masashi Noguchi Shinichi Shirakawa VLM AI4CE 24 5 0 31 Mar 2023
On the link between generative semi-supervised learning and generative open-set recognition E. Engelbrecht Johan A. du Preez GAN 15 2 0 21 Mar 2023
Long-tailed Classification from a Bayesian-decision-theory Perspective Bolian Li Ruqi Zhang 27 1 0 10 Mar 2023
Membership Inference Attack for Beluga Whales Discrimination Voncarlos Marcelo Araújo Sébastien Gambs Clément Chion Robert Michaud L. Schneider H. Lautraite 19 2 0 28 Feb 2023
Open Set Action Recognition via Multi-Label Evidential Learning Chen Zhao Dawei Du A. Hoogs Christopher Funk EDL 12 23 0 27 Feb 2023
Latent Class-Conditional Noise Model Jiangchao Yao Bo Han Zhihan Zhou Ya-Qin Zhang Ivor W. Tsang NoLa BDL 22 8 0 19 Feb 2023
Zero-Knowledge Zero-Shot Learning for Novel Visual Category Discovery Zhaonan Li Hongfu Liu VLM 11 3 0 09 Feb 2023
Continuous Learning for Android Malware Detection Yizheng Chen Zhoujie Ding David A. Wagner 29 32 0 08 Feb 2023
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection M. Shifat-E.-Rabbi A. Rubaiyat Zhuang Yan Gustavo K. Rohde OOD 8 0 0 02 Feb 2023
Open-Set Multi-Source Multi-Target Domain Adaptation Rohit Lal Arihant Gaur Aadhithya Iyer Muhammed Abdullah Shaikh Ritik Agrawal 6 1 0 02 Feb 2023
Deep Learning for Human Parsing: A Survey Xiaomei Zhang Xiangyu Zhu Ming Tang Zhen Lei 3DH 3DV 28 1 0 29 Jan 2023
Hybrid Open-set Segmentation with Synthetic Negative Data Matej Grcić Sinivsa vSegvić 11 6 0 19 Jan 2023
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images Ziyu Su Mostafa Rezapour Usama Sajjad M. Gürcan M. Niazi 18 11 0 18 Jan 2023
Facial Misrecognition Systems: Simple Weight Manipulations Force DNNs to Err Only on Specific Persons I. Zehavi Roee Nitzan A. Shamir AAML CVBM 17 3 0 08 Jan 2023
Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular Spaces Hakan Çevikalp Hasan Saribas 6 5 0 22 Dec 2022
LidarCLIP or: How I Learned to Talk to Point Clouds Georg Hess Adam Tonderski Christoffer Petersson Kalle AAstrom Lennart Svensson DiffM 19 22 0 13 Dec 2022
Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image Datasets Michael Luke Battle Amir Atapour-Abarghouei A. Mcgough 25 2 0 12 Dec 2022
Reconstructing Humpty Dumpty: Multi-feature Graph Autoencoder for Open Set Action Recognition Dawei Du Ameya Shringi A. Hoogs Christopher Funk 18 2 0 12 Dec 2022
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery Shengxiang Zhang Salman Khan Zhiqiang Shen Muzammal Naseer Guangyi Chen F. Khan CLL VLM 21 58 0 11 Dec 2022
Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models Albert Xu Xiang Ren Robin Jia OODD 14 2 0 28 Nov 2022
MetaMax: Improved Open-Set Deep Neural Networks via Weibull Calibration Zongyao Lyu Nolan B. Gutierrez William J. Beksi BDL 9 2 0 20 Nov 2022
Complementary Labels Learning with Augmented Classes Zhongnian Li Jian Zhang Mengting Xu Xinzheng Xu Daoqiang Zhang 21 1 0 19 Nov 2022
Open-Set Automatic Target Recognition Bardia Safaei VS Vibashan Celso M. de Melo Shuowen Hu Vishal M. Patel 36 8 0 10 Nov 2022
Estimating Soft Labels for Out-of-Domain Intent Detection Hao Lang Yinhe Zheng Jian Sun Feiling Huang Luo Si Yongbin Li 28 15 0 10 Nov 2022
A Theoretical Study on Solving Continual Learning Gyuhak Kim Changnan Xiao Tatsuya Konishi Zixuan Ke Bin Liu CLL 19 70 0 04 Nov 2022
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models Cheng Ma Yang Liu Jiankang Deng Lingxi Xie Weiming Dong Changsheng Xu VLM VPVLM 26 43 0 04 Nov 2022
Class Distribution Monitoring for Concept Drift Detection Diego Stucchi Luca Frittoli Giacomo Boracchi 49 5 0 16 Oct 2022
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning Dongmin Park Yooju Shin Jihwan Bang Youngjune Lee Hwanjun Song Jae-Gil Lee 54 24 0 13 Oct 2022
Large-Scale Open-Set Classification Protocols for ImageNet Jesus Andres Palechor Anacona Annesha Bhoumik Manuel Günther 29 7 0 13 Oct 2022
Grow and Merge: A Unified Framework for Continuous Categories Discovery Xinwei Zhang Jianwen Jiang Yutong Feng Zhi-Fan Wu Xibin Zhao Hai Wan Mingqian Tang Rong Jin Yue Gao CLL 36 29 0 09 Oct 2022
A Novel Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks Aitor Martinez Seras Javier Del Ser J. Lobo Pablo Garcia-Bringas N. Kasabov OODD 14 1 0 30 Sep 2022
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 15 4 0 26 Sep 2022
Understanding Open-Set Recognition by Jacobian Norm and Inter-Class Separation Jaewoo Park Hojin Park Eunju Jeong Andrew Beng Jin Teoh 19 5 0 23 Sep 2022
Two-stage Modeling for Prediction with Confidence Dangxing Chen OODD OOD 4 0 0 19 Sep 2022
Measuring Human Perception to Improve Open Set Recognition Jingwei Huang D. Prijatelj Justin Dulay Walter J. Scheirer BDL 53 9 0 08 Sep 2022