@inproceedings{bb136800, AUTHOR = "Li, Y.L. and Sani, A.S. and Yuan, D. and Bao, W.", TITLE = "Enhancing Federated Learning Robustness Through Clustering Non-iid Features", BOOKTITLE = "ACCVWS22", YEAR = "2022", PAGES = "45-59", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132804"} @inproceedings{bb136801, AUTHOR = "Jain, S. and Jerripothula, K.R.", TITLE = "Federated Learning for Commercial Image Sources", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "6523-6532", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132805"} @inproceedings{bb136802, AUTHOR = "Shenaj, D. and Fani, E. and Toldo, M. and Caldarola, D. and Tavera, A. and Michieli, U. and Ciccone, M. and Zanuttigh, P. and Caputo, B.", TITLE = "Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "444-454", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132806"} @inproceedings{bb136803, AUTHOR = "Quan, P. and Lee, W.H. and Srivatsa, M. and Srivastava, M.", TITLE = "Enhancing Robustness in Federated Learning by Supervised Anomaly Detection", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "996-1003", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132807"} @inproceedings{bb136804, AUTHOR = "Kundalwal, M.K. and Saraswat, A. and Mishra, I. and Mishra, D.", TITLE = "BAFL: Federated Learning with Base Ablation for Cost Effective Communication", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "1922-1928", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132808"} @inproceedings{bb136805, AUTHOR = "Zaccone, R. and Rizzardi, A. and Caldarola, D. and Ciccone, M. and Caputo, B.", TITLE = "Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "3376-3382", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132809"} @inproceedings{bb136806, AUTHOR = "Yuan, H.L. and Hui, B. and Yang, Y.C. and Burlina, P. and Gong, N.Z.Q. and Cao, Y.", TITLE = "Addressing Heterogeneity in Federated Learning via Distributional Transformation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXVIII:179-195", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132810"} @inproceedings{bb136807, AUTHOR = "Varno, F. and Saghayi, M. and Sevyeri, L.R. and Gupta, S. and Matwin, S. and Havaei, M.", TITLE = "AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIII:710-726", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132811"} @inproceedings{bb136808, AUTHOR = "Mugunthan, V. and Lin, E. and Gokul, V. and Lau, C. and Kagal, L. and Pieper, S.", TITLE = "FedLTN: Federated Learning for Sparse and Personalized Lottery Ticket Networks", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XII:69-85", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132812"} @inproceedings{bb136809, AUTHOR = "Dong, X. and Zhang, S.Q. and Li, A. and Kung, H.T.", TITLE = "SphereFed: Hyperspherical Federated Learning", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXVI:165-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132813"} @inproceedings{bb136810, AUTHOR = "Han, S. and Park, S. and Wu, F.Z. and Kim, S. and Wu, C.H. and Xie, X. and Cha, M.", TITLE = "FedX: Unsupervised Federated Learning with Cross Knowledge Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXX:691-707", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132814"} @inproceedings{bb136811, AUTHOR = "Caldarola, D. and Caputo, B. and Ciccone, M.", TITLE = "Improving Generalization in Federated Learning by Seeking Flat Minima", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIII:654-672", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132815"} @inproceedings{bb136812, AUTHOR = "Mendieta, M. and Yang, T. and Wang, P. and Lee, M.W. and Ding, Z.M. and Chen, C.", TITLE = "Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "8387-8396", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132816"} @inproceedings{bb136813, AUTHOR = "Li, X.C. and Xu, Y.C. and Song, S.M. and Li, B.S. and Li, Y.C. and Shao, Y.F. and Zhan, D.C.", TITLE = "Federated Learning with Position-Aware Neurons", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10072-10081", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132817"} @inproceedings{bb136814, AUTHOR = "Ma, X.S. and Zhang, J. and Guo, S. and Xu, W.C.", TITLE = "Layer-wised Model Aggregation for Personalized Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10082-10091", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132818"} @inproceedings{bb136815, AUTHOR = "Tang, M. and Ning, X.F. and Wang, Y. and Sun, J.W. and Wang, Y. and Li, H. and Chen, Y.", TITLE = "FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10092-10101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132819"} @inproceedings{bb136816, AUTHOR = "Gao, L. and Fu, H.Z. and Li, L. and Chen, Y. and Xu, M. and Xu, C.Z.", TITLE = "FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10102-10111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132820"} @inproceedings{bb136817, AUTHOR = "Cheng, A. and Wang, P.S. and Zhang, X.S. and Cheng, J.", TITLE = "Differentially Private Federated Learning with Local Regularization and Sparsification", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10112-10121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132821"} @inproceedings{bb136818, AUTHOR = "Li, Z.H. and Zhang, J.X. and Liu, L.Y. and Liu, J.", TITLE = "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10122-10132", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132822"} @inproceedings{bb136819, AUTHOR = "Huang, W.K. and Ye, M. and Du, B.", TITLE = "Learn from Others and Be Yourself in Heterogeneous Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10133-10143", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132823"} @inproceedings{bb136820, AUTHOR = "Liang, X.X. and Lin, Y.Q. and Fu, H.Z. and Zhu, L. and Li, X.M.", TITLE = "RSCFed: Random Sampling Consensus Federated Semi-supervised Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10144-10153", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132824"} @inproceedings{bb136821, AUTHOR = "Xu, J.Y. and Chen, Z.H. and Quek, T.Q.S. and Chong, K.F.E.", TITLE = "FedCorr: Multi-Stage Federated Learning for Label Noise Correction", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10174-10183", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132825"} @inproceedings{bb136822, AUTHOR = "Zhang, J.Y. and Chen, Y.R. and Li, H.", TITLE = "Privacy Leakage of Adversarial Training Models in Federated Learning Systems", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "107-113", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132826"} @inproceedings{bb136823, AUTHOR = "Becking, D. and Kirchhoffer, H. and Tech, G. and Haase, P. and Muller, K. and Schwarz, H. and Samek, W.", TITLE = "Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning", BOOKTITLE = FedVision22, YEAR = "2022", PAGES = "3366-3375", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132827"} @inproceedings{bb136824, AUTHOR = "Cheng, G. and Charles, Z. and Garrett, Z. and Rush, K.", TITLE = "Does Federated Dropout actually work?", BOOKTITLE = FedVision22, YEAR = "2022", PAGES = "3386-3394", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132828"} @inproceedings{bb136825, AUTHOR = "Qu, L.Q. and Zhou, Y.Y. and Liang, P.P. and Xia, Y.D. and Wang, F.F. and Adeli, E. and Fei Fei, L. and Rubin, D.", TITLE = "Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10051-10061", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132829"} @article{bb136826, AUTHOR = "Yan, R. and Qu, L.Q. and Wei, Q.Y. and Huang, S.C. and Shen, L. and Rubin, D.L. and Xing, L. and Zhou, Y.", TITLE = "Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging", JOURNAL = MedImg, VOLUME = "42", YEAR = "2023", NUMBER = "7", MONTH = "July", PAGES = "1932-1943", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132830"} @inproceedings{bb136827, AUTHOR = "Tuor, T. and Wang, S.Q. and Ko, B.J. and Liu, C.C. and Leung, K.K.", TITLE = "Overcoming Noisy and Irrelevant Data in Federated Learning", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "5020-5027", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132831"} @inproceedings{bb136828, AUTHOR = "Zhang, L. and Luo, Y. and Bai, Y. and Du, B. and Duan, L.Y.", TITLE = "Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "4400-4408", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132832"} @inproceedings{bb136829, AUTHOR = "Yao, C.H. and Gong, B.Q. and Qi, H. and Cui, Y. and Zhu, Y.K. and Yang, M.H.", TITLE = "Federated Multi-Target Domain Adaptation", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "1081-1090", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132833"} @inproceedings{bb136830, AUTHOR = "Li, Q.B. and He, B.S. and Song, D.", TITLE = "Model-Contrastive Federated Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "10708-10717", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132834"} @inproceedings{bb136831, AUTHOR = "Caldarola, D. and Mancini, M. and Galasso, F. and Ciccone, M. and Rodola, E. and Caputo, B.", TITLE = "Cluster-driven Graph Federated Learning over Multiple Domains", BOOKTITLE = LLID21, YEAR = "2021", PAGES = "2743-2752", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132835"} @inproceedings{bb136832, AUTHOR = "Hao, W. and El Khamy, M. and Lee, J. and Zhang, J.Y. and Liang, K.J. and Chen, C.Y. and Carin, L.", TITLE = "Towards Fair Federated Learning with Zero-Shot Data Augmentation", BOOKTITLE = TCV21, YEAR = "2021", PAGES = "3305-3314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132836"} @inproceedings{bb136833, AUTHOR = "Zhu, Z.R. and Sun, L.F.", TITLE = "Federated Trace: A Node Selection Method for More Efficient Federated Learning", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "1234-1238", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132837"} @inproceedings{bb136834, AUTHOR = "Michieli, U. and Ozay, M.", TITLE = "Are All Users Treated Fairly in Federated Learning Systems?", BOOKTITLE = RCV21, YEAR = "2021", PAGES = "2318-2322", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132838"} @inproceedings{bb136835, AUTHOR = "Lim, J.Q. and Chan, C.S.", TITLE = "From Gradient Leakage To Adversarial Attacks In Federated Learning", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3602-3606", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132839"} @inproceedings{bb136836, AUTHOR = "Zhu, Z. and Sun, L.F.", TITLE = "Initialize with Mask: For More Efficient Federated Learning", BOOKTITLE = MMMod21, YEAR = "2021", PAGES = "II:111-120", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132840"} @inproceedings{bb136837, AUTHOR = "Yao, X. and Sun, L.", TITLE = "Continual Local Training For Better Initialization Of Federated Models", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1736-1740", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132841"} @inproceedings{bb136838, AUTHOR = "Moon, J. and Kum, S. and Kim, Y. and Stankovski, V. and Pascinski, U. and Kochovski, P.", TITLE = "A Decentralized AI Data Management System In Federated Learning", BOOKTITLE = ISCV20, YEAR = "2020", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132842"} @inproceedings{bb136839, AUTHOR = "Kathariya, B. and Li, L. and Li, Z. and Duan, L.Y. and Liu, S.", TITLE = "Network Update Compression for Federated Learning", BOOKTITLE = VCIP20, YEAR = "2020", PAGES = "38-41", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132843"} @inproceedings{bb136840, AUTHOR = "Yao, X. and Huang, T. and Wu, C. and Zhang, R. and Sun, L.", TITLE = "Towards Faster and Better Federated Learning: A Feature Fusion Approach", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "175-179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fe4.html#TT132844"} @article{bb136841, AUTHOR = "Kuncheva, L.I. and Bezdek, J.C. and Duin, R.P.W.", TITLE = "Decision templates for multiple classifier fusion: An Experimental Comparison", JOURNAL = PR, VOLUME = "34", YEAR = "2001", NUMBER = "2", MONTH = "February", PAGES = "299-314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132845"} @article{bb136842, AUTHOR = "Windridge, D. and Kittler, J.V.", TITLE = "A Morphologically Optimal Strategy for Classifier Combinaton: Multiple Expert Fusion as a Tomographic Process", JOURNAL = PAMI, VOLUME = "25", YEAR = "2003", NUMBER = "3", MONTH = "March", PAGES = "343-353", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132846"} @article{bb136843, AUTHOR = "Wanas, N.M. and Dara, R.A. and Kamel, M.S.", TITLE = "Adaptive fusion and co-operative training for classifier ensembles", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "9", MONTH = "September", PAGES = "1781-1794", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132847"} @article{bb136844, AUTHOR = "Bogdanov, A.V.", TITLE = "Neuroinspired Architecture for Robust Classifier Fusion of Multisensor Imagery", JOURNAL = GeoRS, VOLUME = "46", YEAR = "2008", NUMBER = "5", MONTH = "May", PAGES = "1467-1487", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132848"} @article{bb136845, AUTHOR = "Toh, K.A. and Kim, J.H. and Lee, S.Y.", TITLE = "Maximizing area under ROC curve for biometric scores fusion", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "11", MONTH = "November", PAGES = "3373-3392", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132849"} @article{bb136846, AUTHOR = "Terrades, O.R. and Valveny, E. and Tabbone, S.A.", TITLE = "Optimal Classifier Fusion in a Non-Bayesian Probabilistic Framework", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1630-1644", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132850"} @article{bb136847, AUTHOR = "Guru, D.S. and Suraj, M.G. and Manjunath, S.", TITLE = "Fusion of covariance matrices of PCA and FLD", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "3", MONTH = "February", PAGES = "432-440", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132851"} @article{bb136848, AUTHOR = "Yera, A. and Arbelaitz, O. and Jodra, J.L. and Gurrutxaga, I. and Perez, J.M. and Muguerza, J.", TITLE = "Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation", JOURNAL = PRL, VOLUME = "85", YEAR = "2017", NUMBER = "1", PAGES = "42-48", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132852"} @article{bb136849, AUTHOR = "Asman, A.J. and Landman, B.A.", TITLE = "Robust Statistical Label Fusion Through Consensus Level, Labeler Accuracy, and Truth Estimation (COLLATE)", JOURNAL = MedImg, VOLUME = "30", YEAR = "2011", NUMBER = "10", MONTH = "October", PAGES = "1779-1794", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132853"} @article{bb136850, AUTHOR = "Audhkhasi, K. and Narayanan, S.", TITLE = "A Globally-Variant Locally-Constant Model for Fusion of Labels from Multiple Diverse Experts without Using Reference Labels", JOURNAL = PAMI, VOLUME = "35", YEAR = "2013", NUMBER = "4", MONTH = "April", PAGES = "769-783", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132854"} @article{bb136851, AUTHOR = "Wang, X.Z. and Wang, R. and Feng, H.M. and Wang, H.C.", TITLE = "A New Approach to Classifier Fusion Based on Upper Integral", JOURNAL = Cyber, VOLUME = "44", YEAR = "2014", NUMBER = "5", MONTH = "May", PAGES = "620-635", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132855"} @article{bb136852, AUTHOR = "Ammour, N. and Alajlan, N.", TITLE = "A dynamic weights OWA fusion for ensemble clustering", JOURNAL = SIViP, VOLUME = "9", YEAR = "2015", NUMBER = "3", MONTH = "March", PAGES = "727-734", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132856"} @article{bb136853, AUTHOR = "Peng, Y. and Zhou, X. and Wang, D.Z. and Patwa, I. and Gong, D. and Fang, C.V.", TITLE = "Multimodal Ensemble Fusion for Disambiguation and Retrieval", JOURNAL = MultMedMag, VOLUME = "23", YEAR = "2016", NUMBER = "2", MONTH = "April", PAGES = "42-52", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132857"} @article{bb136854, AUTHOR = "Zhang, C. and Sargent, I. and Pan, X. and Gardiner, A. and Hare, J. and Atkinson, P.M.", TITLE = "VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "8", MONTH = "August", PAGES = "4507-4521", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132858"} @article{bb136855, AUTHOR = "Du, X.X. and Zare, A.", TITLE = "Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing Applications", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "5", MONTH = "May", PAGES = "2741-2753", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132859"} @article{bb136856, AUTHOR = "Xu, J. and Wang, W. and Wang, H.Y. and Guo, J.H.", TITLE = "Multi-model ensemble with rich spatial information for object detection", JOURNAL = PR, VOLUME = "99", YEAR = "2020", PAGES = "107098", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132860"} @article{bb136857, AUTHOR = "Huang, A.P. and Zhao, T.S. and Lin, C.W.", TITLE = "Multi-View Data Fusion Oriented Clustering via Nuclear Norm Minimization", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "9600-9613", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132861"} @article{bb136858, AUTHOR = "Pournemat, A. and Adibi, P. and Chanussot, J.", TITLE = "Semisupervised charting for spectral multimodal manifold learning and alignment", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107645", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132862"} @article{bb136859, AUTHOR = "Xu, C.J. and Zhu, G.B. and Shu, J.Q.", TITLE = "A Combination of Lie Group Machine Learning and Deep Learning for Remote Sensing Scene Classification Using Multi-Layer Heterogeneous Feature Extraction and Fusion", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132863"} @article{bb136860, AUTHOR = "Fan, X.S. and Yan, C. and Fan, J.L. and Wang, N.", TITLE = "Improved U-Net Remote Sensing Classification Algorithm Fusing Attention and Multiscale Features", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "15", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132864"} @article{bb136861, AUTHOR = "Liang, X.Y. and Qian, Y.H. and Guo, Q. and Cheng, H.H. and Liang, J.", TITLE = "AF: An Association-Based Fusion Method for Multi-Modal Classification", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "9236-9254", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132865"} @article{bb136862, AUTHOR = "Zhang, X. and Xu, Y.T. and Liu, X.", TITLE = "Multiple instance learning from similarity-confidence bags", JOURNAL = PR, VOLUME = "146", YEAR = "2024", PAGES = "109984", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132866"} @article{bb136863, AUTHOR = "Xu, N. and Wang, J.Y. and Tian, Y. and Zhang, R. and Mao, W.J.", TITLE = "AnANet: Association and Alignment Network for Modeling Implicit Relevance in Cross-Modal Correlation Classification", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "7867-7880", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132867"} @article{bb136864, AUTHOR = "Lin, Y.Q. and Zhao, H.V.", TITLE = "Maximum Entropy Attack on Decision Fusion With Herding Behaviors", JOURNAL = SPLetters, VOLUME = "31", YEAR = "2024", PAGES = "2500-2504", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132868"} @inproceedings{bb136865, AUTHOR = "Wang, S.H. and Bin, L. and Xiao, X.Y. and Xiang, Z.Y. and Shan, H.G. and Liu, E.", TITLE = "IFTR: An Instance-level Fusion Transformer for Visual Collaborative Perception", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXXVII: 124-141", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132869"} @inproceedings{bb136866, AUTHOR = "Li, H.", TITLE = "Rethinking Features-Fused-Pyramid-Neck for Object Detection", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXVII: 74-90", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132870"} @inproceedings{bb136867, AUTHOR = "Arefeen, M.A. and Nimi, S.T. and Uddin, M.Y.S. and Li, Z.", TITLE = "A Lightweight Relu-Based Feature Fusion for Aerial Scene Classification", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "3857-3861", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132871"} @inproceedings{bb136868, AUTHOR = "Ge, W. and Yang, S. and Yu, Y.", TITLE = "Multi-evidence Filtering and Fusion for Multi-label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "1277-1286", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132872"} @inproceedings{bb136869, AUTHOR = "Goswami, G. and Ratha, N. and Singh, R. and Vatsa, M.", TITLE = "Improving classifier fusion via Pool Adjacent Violators normalization", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1011-1016", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132873"} @inproceedings{bb136870, AUTHOR = "Jhuo, I.H. and Weng, L. and Cheng, W.H. and Lee, D.T.", TITLE = "A feature fusion framework for hashing", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "2288-2293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132874"} @inproceedings{bb136871, AUTHOR = "Lopez Caloca, A.A.", TITLE = "Data Fusion Approach for Employing Multiple Classifiers to Improve Lake Shoreline Analysis", BOOKTITLE = CASI14, YEAR = "2014", PAGES = "1022-1029", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132875"} @inproceedings{bb136872, AUTHOR = "Ma, T.Y. and Oh, S. and Perera, A. and Latecki, L.J.", TITLE = "Learning Non-linear Calibration for Score Fusion with Applications to Image and Video Classification", BOOKTITLE = LSVSM13, YEAR = "2013", PAGES = "323-330", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132876"} @inproceedings{bb136873, AUTHOR = "Mahmoudi, F.T. and Samadzadegan, F. and Reinartz, P.", TITLE = "A Decision Level Fusion Method for Object Recognition Using Multi-Angular Imagery", BOOKTITLE = SMPR13, YEAR = "2013", PAGES = "409-414", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132877"} @inproceedings{bb136874, AUTHOR = "Armano, G. and Hatami, N.", TITLE = "Random Prototype-based Oracle for Selection-fusion Ensembles", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "77-80", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132878"} @inproceedings{bb136875, AUTHOR = "Valdovinos, R.M. and Salvador Sanchez, J. and Barandela, R.", TITLE = "Dynamic and Static Weighting in Classifier Fusion", BOOKTITLE = IbPRIA05, YEAR = "2005", PAGES = "II:59", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132879"} @inproceedings{bb136876, AUTHOR = "Reiter, S. and Rigoll, G.", TITLE = "Segmentation and classification of meeting events using multiple classifier fusion and dynamic programming", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "III: 434-437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132880"} @inproceedings{bb136877, AUTHOR = "Jaeger, S.", TITLE = "Informational classifier fusion", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "I: 216-219", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132881"} @inproceedings{bb136878, AUTHOR = "Dmitry, V. and Dmitry, K.", TITLE = "Data dependent classifer fusion for construction of stable effective algorithms", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "I: 144-147", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608fu3.html#TT132882"} @article{bb136879, AUTHOR = "Windeatt, T.", TITLE = "Vote counting measures for ensemble classifiers", JOURNAL = PR, VOLUME = "36", YEAR = "2003", NUMBER = "12", MONTH = "December", PAGES = "2743-2756", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132883"} @inproceedings{bb136880, AUTHOR = "Windeatt, T.", TITLE = "Diversity/accuracy and ensemble classifier design", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "III: 454-457", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132884"} @inproceedings{bb136881, AUTHOR = "Windeatt, T. and Ardeshir, G.", TITLE = "Tree pruning for output coded ensembles", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "II: 92-95", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132885"} @inproceedings{bb136882, AUTHOR = "Windeatt, T. and Zor, C.", TITLE = "Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients", BOOKTITLE = SSSPR12, YEAR = "2012", PAGES = "701-709", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132886"} @inproceedings{bb136883, AUTHOR = "Smith, R.S. and Windeatt, T.", TITLE = "A Bias-Variance Analysis of Bootstrapped Class-Separability Weighting for Error-Correcting Output Code Ensembles", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "61-64", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132887"} @article{bb136884, AUTHOR = "Demrekler, M. and Altncay, H.", TITLE = "Plurality Voting-Based Multiple Classifier Systems: Statistically Independent with Respect to Dependent Classifier Sets", JOURNAL = PR, VOLUME = "35", YEAR = "2002", NUMBER = "11", MONTH = "November", PAGES = "2365-2379", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132888"} @article{bb136885, AUTHOR = "Altncay, H.", TITLE = "On naive Bayesian fusion of dependent classifiers", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "15", MONTH = "November", PAGES = "2463-2473", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132889"} @article{bb136886, AUTHOR = "Demir, C. and Alpaydin, E.", TITLE = "Cost-conscious classifier ensembles", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "14", MONTH = "October", PAGES = "2206-2214", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132890"} @inproceedings{bb136887, AUTHOR = "Alpaydin, E.", TITLE = "Multiple neural networks and weighted voting", BOOKTITLE = ICPR92, YEAR = "1992", PAGES = "II:29-32", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132891"} @article{bb136888, AUTHOR = "Wang, X. and Yang, C.Y. and Zhou, J.", TITLE = "Clustering aggregation by probability accumulation", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "5", MONTH = "May", PAGES = "668-675", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132892"} @inproceedings{bb136889, AUTHOR = "Wang, X. and Yang, C.Y. and Zhou, J.", TITLE = "Spectral aggregation for clustering ensemble", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132893"} @article{bb136890, AUTHOR = "Tumer, K. and Agogino, A.K.", TITLE = "Ensemble clustering with voting active clusters", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "14", MONTH = "October", PAGES = "1947-1953", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132894"} @article{bb136891, AUTHOR = "Hajdu, A. and Hajdu, L. and Jonas, A. and Kovacs, L. and Toman, H.", TITLE = "Generalizing the Majority Voting Scheme to Spatially Constrained Voting", JOURNAL = IP, VOLUME = "22", YEAR = "2013", NUMBER = "11", PAGES = "4182-4194", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132895"} @inproceedings{bb136892, AUTHOR = "Hajdu, A. and Toman, H. and Kovacs, L. and Hajdu, L.", TITLE = "Composing ensembles by a stochastic approach under execution time constraint", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "222-227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132896"} @article{bb136893, AUTHOR = "Vega Pons, S. and Ruiz Shulcloper, J. and Guerra Gandon, A.", TITLE = "Weighted association based methods for the combination of heterogeneous partitions", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "16", MONTH = "December", PAGES = "2163-2170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132897"} @inproceedings{bb136894, AUTHOR = "Vega Pons, S. and Ruiz Shulcloper, J.", TITLE = "Clustering Ensemble Method for Heterogeneous Partitions", BOOKTITLE = CIARP09, YEAR = "2009", PAGES = "481-488", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132898"} @article{bb136895, AUTHOR = "Mimaroglu, S. and Erdil, E.", TITLE = "Combining multiple clusterings using similarity graph", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "3", MONTH = "March", PAGES = "694-703", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132899"} @article{bb136896, AUTHOR = "Sandes, N.C. and Coelho, A.L.V.", TITLE = "Clustering ensembles: A hedonic game theoretical approach", JOURNAL = PR, VOLUME = "81", YEAR = "2018", PAGES = "95-111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132900"} @article{bb136897, AUTHOR = "Lv, X.W. and Ming, D.P. and Lu, T.T. and Zhou, K.Q. and Wang, M. and Bao, H.Q.", TITLE = "A New Method for Region-Based Majority Voting CNNs for Very High Resolution Image Classification", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "12", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132901"} @article{bb136898, AUTHOR = "Tian, T. and Zhu, J. and Qiaoben, Y.", TITLE = "Max-Margin Majority Voting for Learning from Crowds", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "10", MONTH = "October", PAGES = "2480-2494", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132902"} @inproceedings{bb136899, AUTHOR = "Hou, H.R. and Meng, Q.H. and Zhang, X.N.", TITLE = "A Voting-Near-Extreme-Learning-Machine Classification Algorithm", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "237-241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608v2.html#TT132903"}