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Classification-Reconstruction Learning for Open-Set Recognition

11 December 2018

Papers citing "Classification-Reconstruction Learning for Open-Set Recognition"

50 / 151 papers shown

Title
Open World Object Detection: A Survey Yiming Li Yi Wang Wenqian Wang Dan Lin Bingbing Li Kim-Hui Yap ObjD 99 1 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 28 0 0 16 Jun 2025
Boosting Open Set Recognition Performance through Modulated Representation Learning Amit Kumar Kundu Vaishnavi Patil Joseph Jaja 68 0 0 23 May 2025
Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation Jiawen Xu O. Kao Margret Keuper 128 0 0 19 May 2025
BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors Yu Wang Junxian Mu Hongzhi Huang Qilong Wang Pengfei Zhu Q. Hu 249 1 0 22 Mar 2025
Exploring the Potential of Bilevel Optimization for Calibrating Neural Networks Gabriele Sanguin Arjun Pakrashi Marco Viola Francesco Rinaldi 122 0 0 17 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 118 1 0 11 Mar 2025
Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation Mohit Prashant Arvind Easwaran Suman Das Michael Yuhas OffRL 106 1 0 07 Mar 2025
HOpenCls: Training Hyperspectral Image Open-Set Classifiers in Their Living Environments Hengwei Zhao Xinyu Wang Zhuo Zheng Jingtao Li Yanfei Zhong VLM 80 0 0 24 Feb 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 189 0 0 31 Dec 2024
Open-Set Object Detection By Aligning Known Class Representations Hiran Sarkar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ObjD 114 5 0 31 Dec 2024
UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework Silin Cheng Yuanpei Liu Kai Han EDL 151 0 0 12 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 153 1 0 02 Dec 2024
Lidar Panoptic Segmentation in an Open World Anirudh S Chakravarthy Meghana Reddy Ganesina Peiyun Hu Laura Leal-Taixe Shu Kong Deva Ramanan Aljosa Osep 52 3 0 22 Sep 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery Sarah Rastegar Mohammadreza Salehi Yuki M. Asano Hazel Doughty Cees G. M. Snoek 96 5 0 26 Aug 2024
Unseen Object Reasoning with Shared Appearance Cues Paridhi Singh Arun C. S. Kumar OCL 61 0 0 21 Jun 2024
Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection Yifeng Peng Xinyi Li Zhiding Liang Ying Wang 85 0 0 25 May 2024
BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution Jun Wang B. Tondi Mauro Barni DiffM 97 1 0 19 May 2024
Informed Decision-Making through Advancements in Open Set Recognition and Unknown Sample Detection Atefeh Mahdavi Marco M. Carvalho 131 0 0 09 May 2024
Dynamic Against Dynamic: An Open-set Self-learning Framework Haifeng Yang Chuanxing Geng Pong C. Yuen Songcan Chen 123 1 0 27 Apr 2024
Know Yourself Better: Diverse Discriminative Feature Learning Improves Open Set Recognition Jiawen Xu 81 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 102 13 0 31 Mar 2024
Open-Set Recognition in the Age of Vision-Language Models Dimity Miller Niko Sünderhauf Alex Kenna Keita Mason VLM 66 6 0 25 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 72 3 0 07 Mar 2024
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection Yu Chen Liyan Ma Liping Jing Jian-hong Yu 152 2 0 05 Mar 2024
OSSAR: Towards Open-Set Surgical Activity Recognition in Robot-assisted Surgery Long Bai Guan-Feng Wang Jie Wang Xiaoxiao Yang Huxin Gao Xin Liang An-Chi Wang Mobarakol Islam Hongliang Ren 79 8 0 10 Feb 2024
Taking Class Imbalance Into Account in Open Set Recognition Evaluation Joanna Komorniczak Pawel Ksieniewicz 70 1 0 09 Feb 2024
All Beings Are Equal in Open Set Recognition Chaohua Li Enhao Zhang Chuanxing Geng Songcan Chen 73 2 0 31 Jan 2024
Exploring Diverse Representations for Open Set Recognition Yu Wang Junxian Mu Pengfei Zhu Qinghua Hu 122 8 0 12 Jan 2024
A Survey on Open-Set Image Recognition Qiulei Dong Qiulei Dong BDL ObjD 92 7 0 25 Dec 2023
Entropic Open-set Active Learning Bardia Safaei VS Vibashan C. D. Melo Vishal M. Patel UQCV EDL 81 22 0 21 Dec 2023
Navigating Open Set Scenarios for Skeleton-based Action Recognition Kunyu Peng Cheng Yin Junwei Zheng Ruiping Liu David Schneider Jiaming Zhang Kailun Yang M. Sarfraz Rainer Stiefelhagen Alina Roitberg 118 14 0 11 Dec 2023
Unified Classification and Rejection: A One-versus-All Framework Zhen Cheng Xu-Yao Zhang Cheng-Lin Liu 96 7 0 22 Nov 2023
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery Sarah Rastegar Hazel Doughty Cees G. M. Snoek 128 17 0 30 Oct 2023
CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes Yulei Qin Xingyu Chen Yunhang Shen Chaoyou Fu Yun Gu Ke Li Xing Sun Rongrong Ji 111 3 0 15 Oct 2023
OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning Jiawen Xu Claas Grohnfeldt O. Kao BDL CLL 62 2 0 05 Oct 2023
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition Haoxuan Qu Xiaofei Hui Yujun Cai Jun Liu 137 11 0 22 Sep 2023
Latent Space Energy-based Model for Fine-grained Open Set Recognition Wentao Bao Qi Yu Yu Kong BDL 76 2 0 19 Sep 2023
Flexible Visual Recognition by Evidential Modeling of Confusion and Ignorance Lei Fan Bo Liu Haoxiang Li Ying Wu Gang Hua 81 5 0 14 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 96 12 0 03 Sep 2023
Facing Unknown: Open-World Encrypted Traffic Classification Based on Contrastive Pre-Training Xiang Li Beibei Feng Tianning Zang Shuyuan Zhao Jing Ma 54 4 0 31 Aug 2023
LORD: Leveraging Open-Set Recognition with Unknown Data Tobias Koch Christian Riess Thomas Köhler 47 2 0 24 Aug 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization Xiran Wang Jian Zhang Lei Qi Yinghuan Shi 90 20 0 18 Aug 2023
Complementary Frequency-Varying Awareness Network for Open-Set Fine-Grained Image Recognition Qiulei Dong Hong Wang Qiulei Dong 106 0 0 14 Jul 2023
A Critical Look at the Current Usage of Foundation Model for Dense Recognition Task Shiqi Yang Atsushi Hashimoto Yoshitaka Ushiku DiffM VLM 81 1 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 57 0 0 03 Jul 2023
Open-Set RF Fingerprinting via Improved Prototype Learning Weidong Wang H. Liao Lu Gan 55 0 0 24 Jun 2023
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition: Learning from In-Distribution, Out-of-Distribution, and Unconstrained Data Shuvendu Roy Ali Etemad 64 1 0 02 Jun 2023
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data Shuvendu Roy Ali Etemad SSL 65 5 0 02 Jun 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection Zenan Shi Haipeng Chen Long Chen Dong Zhang 96 21 0 26 Apr 2023