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
On the Learning with Augmented Class via Forests Fan Xu Wuyang Chen Wei Gao 11 0 0 14 May 2025
Proxy-Anchor and EVT-Driven Continual Learning Method for Generalized Category Discovery Alireza Fathalizadeh Roozbeh Razavi-Far CLL 36 0 0 11 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery Shijie Ma Fei Zhu Xu-Yao Zhang Cheng-Lin Liu 27 1 0 02 Apr 2025
On Large Multimodal Models as Open-World Image Classifiers Alessandro Conti Massimiliano Mancini Enrico Fini Yiming Wang Paolo Rota Elisa Ricci VLM Presented at ResearchTrend Connect \| VLM on 07 May 2025 82 0 0 27 Mar 2025
Open-Set Plankton Recognition Joona Kareinen Annaliina Skyttä T. Eerola K. Kraft L. Lensu S. Suikkanen Maiju Lehtiniemi H. Kalviainen 56 1 0 14 Mar 2025
SphOR: A Representation Learning Perspective on Open-set Recognition for Identifying Unknown Classes in Deep Learning Models Nadarasar Bahavan Sachith Seneviratne Saman K. Halgamuge BDL 45 0 0 11 Mar 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm Nadarasar Bahavan Sanjay Saha Ken Chen Sachith Seneviratne Sanka Rasnayaka Saman K. Halgamuge 57 0 0 11 Mar 2025
Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds Riccardo Mazzieri Jacopo Pegoraro Michele Rossi CVBM 44 1 0 10 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing Xiang Xiang Zhuo Xu Yao Deng Qinhao Zhou Yifan Liang Ke Chen Qingfang Zheng Yaowei Wang Xilin Chen Wen Gao VLM 43 0 0 28 Feb 2025
HOpenCls: Training Hyperspectral Image Open-Set Classifiers in Their Living Environments Hengwei Zhao Xinyu Wang Zhuo Zheng Jingtao Li Yanfei Zhong VLM 52 0 0 24 Feb 2025
A Survey of Text Classification Under Class Distribution Shift Adriana Valentina Costache Silviu Florin Gheorghe Eduard Poesina Paul Irofti Radu Tudor Ionescu OOD VLM 60 0 0 18 Feb 2025
Making Reliable and Flexible Decisions in Long-tailed Classification Bolian Li Ruqi Zhang 119 0 0 23 Jan 2025
Human Activity Recognition in an Open World D. Prijatelj Samuel Grieggs Jin Huang Dawei Du Ameya Shringi Christopher Funk Adam Kaufman Eric Robertson Walter J. Scheirer University of Notre Dame 60 3 0 17 Jan 2025
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference Jiayi Huang Sangwoo Park Osvaldo Simeone 94 2 0 03 Jan 2025
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration Lucas Fernando Alvarenga e Silva Samuel Felipe dos Santos N. Sebe Jurandy Almeida 29 1 0 24 Dec 2024
Edge AI-based Radio Frequency Fingerprinting for IoT Networks Ahmed Mohamed Hussain Nada Abughanam P. Papadimitratos 82 1 0 13 Dec 2024
Diffusion in Zero-Shot Learning for Environmental Audio Ysobel Sims Stephan Chalup Alexandre Mendes VLM DiffM 73 0 0 04 Dec 2024
Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio Xinrui Yan Jiangyan Yi J. Tao Yujie Chen Hao Gu Guanjun Li Junzuo Zhou Yong Ren Tao Xu 71 0 0 02 Dec 2024
Adapting the re-ID challenge for static sensors Avirath Sundaresan Jason Parham Jonathan Crall Rosemary Warungu Timothy Muthami ... Jason A. Holmberg T. Berger-Wolf Daniel Rubenstein Charles V. Stewart Sara Beery 65 1 0 30 Nov 2024
IntentGPT: Few-shot Intent Discovery with Large Language Models Juan A. Rodriguez Nicholas Botzer David Vazquez Christopher Pal M. Pedersoli I. Laradji VLM 68 2 0 16 Nov 2024
Deep Active Learning in the Open World Tian Xie Jifan Zhang Haoyue Bai R. Nowak VLM 119 1 0 10 Nov 2024
Resilience to the Flowing Unknown: an Open Set Recognition Framework for Data Streams Marcos Barcina-Blanco J. Lobo Pablo García Bringas Javier Del Ser 30 0 0 31 Oct 2024
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 30 0 0 15 Oct 2024
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery Shijie Ma Fei Zhu Zhun Zhong Wenzhuo Liu Xu-Yao Zhang Cheng-Lin Liu CLL 37 6 0 09 Oct 2024
Adaptive Label Smoothing for Out-of-Distribution Detection Mingle Xu Jaehwan Lee Sook Yoon D. Park OODD 28 2 0 08 Oct 2024
An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes Jiayu Hu Senlin Shu Beibei Li Tao Xiang Zhongshi He 16 0 0 29 Sep 2024
Dirichlet-Based Coarse-to-Fine Example Selection For Open-Set Annotation Ye-Wen Wang Chen-Chen Zong Ming-Kun Xie Sheng-Jun Huang 23 0 0 26 Sep 2024
Open-World Test-Time Training: Self-Training with Contrast Learning Houcheng Su Mengzhu Wang Jiao Li Bingli Wang Daixian Liu Zeheng Wang VLM 26 0 0 15 Sep 2024
Gallery-Aware Uncertainty Estimation For Open-Set Face Recognition Leonid Erlygin Alexey Zaytsev CVBM UQCV EDL 28 0 0 26 Aug 2024
EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits Mateusz Ochal Massimiliano Patacchiola Malik Boudiaf Sen Wang 32 0 0 04 Aug 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey Atsuyuki Miyai Jingkang Yang Jingyang Zhang Yifei Ming Sisir Dhakal ... Yixuan Li Hai Li Ziwei Liu Toshihiko Yamasaki Kiyoharu Aizawa 38 9 0 31 Jul 2024
MOoSE: Multi-Orientation Sharing Experts for Open-set Scene Text Recognition Chang Liu Simon Corbillé Elisa H Barney Smith 21 0 0 26 Jul 2024
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion Linlan Huang Xusheng Cao Haori Lu Xialei Liu CLL 40 11 0 19 Jul 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation Zhengyuan Xie Haiquan Lu Jia-Wen Xiao Enguang Wang Le Zhang Xialei Liu CLL 24 2 0 19 Jul 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 27 15 0 03 Jul 2024
OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning Xu Yin Fei Pan G. An Yuchi Huo Zixuan Xie Sung-eui Yoon BDL VLM 63 1 0 02 Jul 2024
Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection Eduardo Dadalto F. Alberge Pierre Duhamel Pablo Piantanida OODD 39 0 0 23 Jun 2024
Large-Scale Evaluation of Open-Set Image Classification Techniques Halil Bisgin Andres Palechor Mike Suter Manuel Günther 30 1 0 13 Jun 2024
Cascading Unknown Detection with Known Classification for Open Set Recognition Daniel Brignac Abhijit Mahalanobis 26 1 0 10 Jun 2024
Graph Condensation for Open-World Graph Learning Xin Gao Tong Chen Wentao Zhang Yayong Li Xiangguo Sun Hongzhi Yin 32 7 0 27 May 2024
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection Lin Zhu Yifeng Yang Qinying Gu Xinbing Wang Cheng Zhou Nanyang Ye VLM 27 2 0 26 May 2024
Concept Visualization: Explaining the CLIP Multi-modal Embedding Using WordNet Loris Giulivi Giacomo Boracchi 19 2 0 23 May 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models Jiajia Li Kyle Lammers Xunyuan Yin Xiang Yin Long He Renfu Lu Zhaojian Li 25 3 0 14 May 2024
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection Atefeh Mahdavi Marco M. Carvalho 19 0 0 09 May 2024
Selective Classification Under Distribution Shifts Hengyue Liang Le Peng Ju Sun UQCV 38 1 0 08 May 2024
Continual Learning in the Presence of Repetition Hamed Hemati Lorenzo Pellegrini Xiaotian Duan Zixuan Zhao Fangfang Xia ... Shiji Zhao Shao-Yuan Li Sheng-Jun Huang Vincenzo Lomonaco Gido M. van de Ven CLL 34 2 0 07 May 2024
Feature Purified Transformer With Cross-level Feature Guiding Decoder For Multi-class OOD and Anomaly Deteciton Chun-Wei Lin Pi-Wei Chen Chao-Chun Chen OODD 29 0 0 30 Apr 2024
Dynamic Against Dynamic: An Open-set Self-learning Framework Haifeng Yang Chuanxing Geng P. Yuen Songcan Chen 31 0 0 27 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 71 27 0 04 Apr 2024