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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 Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture Jun Wang Omran Alamayreh B. Tondi Mauro Barni CVBM 87 8 0 11 Apr 2023
Progressive Open Space Expansion for Open-Set Model Attribution Tianyun Yang Danding Wang Fan Tang Xinying Zhao Juan Cao Sheng Tang 80 17 0 13 Mar 2023
Improving GAN Training via Feature Space Shrinkage Haozhe Liu Wentian Zhang Bing Li Haoqian Wu Nanjun He Yawen Huang Yuexiang Li Guohao Li Yefeng Zheng GAN 64 6 0 02 Mar 2023
Membership Inference Attack for Beluga Whales Discrimination Voncarlos Marcelo Araújo Sébastien Gambs Clément Chion Robert Michaud L. Schneider H. Lautraite 64 2 0 28 Feb 2023
Deep Simplex Classifier for Maximizing the Margin in Both Euclidean and Angular Spaces Hakan Çevikalp Hasan Saribas 61 5 0 22 Dec 2022
Accurate Open-set Recognition for Memory Workload Jun-Gi Jang Sooyeon Shim Vladimir Egay Jeeyong Lee J. Park Suhyun Chae U. Kang 31 3 0 17 Dec 2022
Spatial-Temporal Attention Network for Open-Set Fine-Grained Image Recognition Qiulei Dong Hong Wang Qiulei Dong 3DPC ViT 67 1 0 25 Nov 2022
MetaMax: Improved Open-Set Deep Neural Networks via Weibull Calibration Zongyao Lyu Nolan B. Gutierrez William J. Beksi BDL 49 2 0 20 Nov 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 82 23 0 28 Oct 2022
OpenAUC: Towards AUC-Oriented Open-Set Recognition Zitai Wang Qianqian Xu Zhiyong Yang Yuan He Xiaochun Cao Qingming Huang MQ 112 28 0 22 Oct 2022
Few-Shot Continual Active Learning by a Robot Ali Ayub C. Fendley CLL 94 30 0 09 Oct 2022
Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition Jingyun Jia P. Chan BDL 54 2 0 28 Sep 2022
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 100 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 86 6 0 23 Sep 2022
Provably Uncertainty-Guided Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Paul L. Rosin Yibin Li Wei Emma Zhang OOD UQCV 171 0 0 19 Sep 2022
Measuring Human Perception to Improve Open Set Recognition Jingwei Huang D. Prijatelj Justin Dulay Walter J. Scheirer BDL 109 9 0 08 Sep 2022
Deep Open-Set Recognition for Silicon Wafer Production Monitoring Luca Frittoli Diego Carrera B. Rossi P. Fragneto Giacomo Boracchi BDL 78 19 0 30 Aug 2022
Multi-Attribute Open Set Recognition Piyapat Saranrittichai Chaithanya Kumar Mummadi Claudia Blaiotta Mauricio Muñoz Volker Fischer 90 6 0 14 Aug 2022
UC-OWOD: Unknown-Classified Open World Object Detection Zhi-zong Wu Yue Lu Xingyu Chen Zhengxing Wu Liwen Kang Junzhi Yu 104 57 0 23 Jul 2022
Towards Accurate Open-Set Recognition via Background-Class Regularization Wonwoong Cho Jaegul Choo BDL 74 17 0 21 Jul 2022
Difficulty-Aware Simulator for Open Set Recognition WonJun Moon Junho Park Hyun Seok Seong Cheol-Ho Cho Jae-Pil Heo 76 33 0 20 Jul 2022
Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry Yawen Cui Zitong Yu Wei Peng Li Liu CLL 74 13 0 20 Jul 2022
Rectifying Open-set Object Detection: A Taxonomy, Practical Applications, and Proper Evaluation Yusuke Hosoya Masanori Suganuma Takayuki Okatani ObjD 88 3 0 20 Jul 2022
Few-shot Open-set Recognition Using Background as Unknowns Nan Song Chi Zhang Guosheng Lin VLM SSL 64 11 0 19 Jul 2022
Orthogonal-Coding-Based Feature Generation for Transductive Open-Set Recognition via Dual-Space Consistent Sampling Qiulei Dong Qiulei Dong 32 0 0 13 Jul 2022
Dual Decision Improves Open-Set Panoptic Segmentation Hainan Xu Hao Chen Lingqiao Liu Yufei Yin VLM 79 6 0 06 Jul 2022
Class-Specific Semantic Reconstruction for Open Set Recognition Hongzhi Huang Yu Wang Qinghua Hu Mingg-Ming Cheng BDL 93 60 0 05 Jul 2022
Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images Deval Mehta Y. Gal Adrian Bowling Paul Bonnington Zongyuan Ge OODD 61 13 0 30 Jun 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Byeonggeun Kim Seunghan Yang Inseop Chung Simyung Chang 68 14 0 28 Jun 2022
What is Where by Looking: Weakly-Supervised Open-World Phrase-Grounding without Text Inputs Tal Shaharabany Yoad Tewel Lior Wolf ObjD 96 16 0 19 Jun 2022
Open-Set Recognition with Gradient-Based Representations Jinsol Lee Ghassan AlRegib VLM BDL 69 9 0 16 Jun 2022
OOD Augmentation May Be at Odds with Open-Set Recognition Mohammad Azizmalayeri M. Rohban 68 9 0 09 Jun 2022
FuSS: Fusing Superpixels for Improved Segmentation Consistency Ian Nunes M. B. Pereira Hugo Oliveira J. A. dos Santos Marcus Poggi de Aragão 68 0 0 06 Jun 2022
Robust Representation via Dynamic Feature Aggregation Haozhe Liu Haoqin Ji Yuexiang Li Nanjun He Haoqian Wu Feng Liu Linlin Shen Yefeng Zheng AAML OOD 91 3 0 16 May 2022
Evaluating Uncertainty Calibration for Open-Set Recognition Zongyao Lyu Nolan B. Gutierrez William J. Beksi UQCV 65 0 0 15 May 2022
RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection Umar Khalid Ashkan Esmaeili Nazmul Karim Nazanin Rahnavard OODD 100 14 0 06 Apr 2022
PMAL: Open Set Recognition via Robust Prototype Mining Jing Lu Yunxu Xu Hao Li Zhanzhan Cheng Yi Niu 83 57 0 16 Mar 2022
OpenTAL: Towards Open Set Temporal Action Localization Wentao Bao Qi Yu Yu Kong EDL 74 29 0 10 Mar 2022
Class-Aware Contrastive Semi-Supervised Learning Fan Yang Kai Wu Shuyi Zhang Guannan Jiang Yong Liu Feng Zheng Wei Zhang Chengjie Wang Long Zeng 76 101 0 04 Mar 2022
Rethinking Reconstruction Autoencoder-Based Out-of-Distribution Detection Yibo Zhou OODD 67 58 0 04 Mar 2022
Open-set Adversarial Defense with Clean-Adversarial Mutual Learning Rui Shao Pramuditha Perera Pong C. Yuen Vishal M. Patel AAML 132 32 0 12 Feb 2022
Open-Set Recognition of Breast Cancer Treatments Alexander Cao Diego Klabjan Yuan Luo BDL OOD 94 3 0 09 Jan 2022
Learning to Detect Every Thing in an Open World Kuniaki Saito Ping Hu Trevor Darrell Kate Saenko ObjD VLM 80 48 0 03 Dec 2021
GB-CosFace: Rethinking Softmax-based Face Recognition from the Perspective of Open Set Classification Lizhe Liu Mingqiang Chen Xiaohao Chen Siyu Zhu Ping Tan CVBM 68 4 0 22 Nov 2021
Synthetic Unknown Class Learning for Learning Unknowns Jaeyeon Jang 70 3 0 15 Nov 2021
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges Mohammadreza Salehi Hossein Mirzaei Dan Hendrycks Yixuan Li M. Rohban Mohammad Sabokrou OOD 169 199 0 26 Oct 2021
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 320 956 0 21 Oct 2021
Spatial Location Constraint Prototype Loss for Open Set Recognition Ziheng Xia Ganggang Dong Penghui Wang Hongwei Liu UQCV BDL 80 22 0 21 Oct 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach Qitian Wu Chenxiao Yang Junchi Yan 67 34 0 09 Oct 2021
A novel network training approach for open set image recognition Md Tahmid Hossaina S. Teng Guojun Lu Ferdous Sohel 55 0 0 27 Sep 2021