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JOURNAL = PR,
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AUTHOR = "Chen, Z. and Yu, X. and Tao, X.H. and Li, Y. and Huang, Z.",
TITLE = "Cluster-aware prompt ensemble learning for few-shot vision-language
model adaptation",
JOURNAL = PR,
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YEAR = "2026",
PAGES = "112596",
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AUTHOR = "Wu, L.Y. and Xia, H.Y. and Song, S.X. and Lan, Y.",
TITLE = "HEL-Net: Heterogeneous Ensemble Learning for comprehensive diabetic
retinopathy multi-lesion segmentation via Mamba-UNet",
JOURNAL = IVC,
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YEAR = "2026",
PAGES = "105879",
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AUTHOR = "Huang, Q.H. and Li, H.N. and Xu, H. and Wang, C.",
TITLE = "Nested evolution for interactively fusing feature agents and learning
ensembled classifier agents",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112837",
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AUTHOR = "Djenouri, Y. and Belbachir, A.N. and Belhadi, A. and Belmecheri, N. and Michalak, T.",
TITLE = "Shapley Consensus Deep Learning for Ensemble Pruning",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "6657-6666",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT140313"}
@inproceedings{bb144365,
AUTHOR = "Chumachenko, K. and Iosifidis, A. and Gabbouj, M.",
TITLE = "Uimt: A Framework for Improving Unimodal Inference via Multimodal
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BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "694-700",
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@inproceedings{bb144366,
AUTHOR = "Jindal, A. and Goyal, V. and Anand, S. and Arora, C.",
TITLE = "Army of Thieves:
Enhancing Black-Box Model Extraction via Ensemble based sample selection",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "3811-3820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT140315"}
@inproceedings{bb144367,
AUTHOR = "Wang, Y.Z. and Cui, Z. and Li, Y.",
TITLE = "Distribution-Consistent Modal Recovering for Incomplete Multimodal
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BOOKTITLE = ICCV23,
YEAR = "2023",
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@inproceedings{bb144368,
AUTHOR = "Valdenegro Toro, M.",
TITLE = "Sub-Ensembles for Fast Uncertainty Estimation in Neural Networks",
BOOKTITLE = LXCV-ICCV23,
YEAR = "2023",
PAGES = "4121-4129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT140317"}
@inproceedings{bb144369,
AUTHOR = "Xia, G.X. and Bouganis, C.S.",
TITLE = "Window-Based Early-Exit Cascades for Uncertainty Estimation: When
Deep Ensembles are More Efficient than Single Models",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "17322-17334",
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@inproceedings{bb144370,
AUTHOR = "Vimal, K.B. and Bachu, S. and Garg, T. and Narasimhan, N.L. and Konuru, R. and Balasubramanian, V.N.",
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AUTHOR = "Meding, I. and Bodin, A. and Tonderski, A. and Johnander, J. and Petersson, C. and Svensson, L.",
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PAGES = "4022-4031",
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AUTHOR = "Fu, H.J. and Yue, X.D. and Liu, W. and Denoeux, T.",
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BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "2046-2050",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT140321"}
@inproceedings{bb144373,
AUTHOR = "Haghighi, F. and Taher, M.R.H. and Gotway, M.B. and Liang, J.M.",
TITLE = "DiRA: Discriminative, Restorative, and Adversarial Learning for
Self-supervised Medical Image Analysis",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "20792-20802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT140322"}
@inproceedings{bb144374,
AUTHOR = "Gwilliam, M. and Shrivastava, A.",
TITLE = "Beyond Supervised vs. Unsupervised: Representative Benchmarking and
Analysis of Image Representation Learning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9632-9642",
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@inproceedings{bb144375,
AUTHOR = "Shanmugam, D. and Blalock, D. and Balakrishnan, G. and Guttag, J.",
TITLE = "Better Aggregation in Test-Time Augmentation",
BOOKTITLE = ICCV21,
YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT140324"}
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AUTHOR = "Wu, Y.Z. and Liu, L. and Xie, Z.W. and Chow, K.H. and Wei, W.Q.",
TITLE = "Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics",
BOOKTITLE = CVPR21,
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@inproceedings{bb144377,
AUTHOR = "Yang, G. and Li, X.R.",
TITLE = "Classifier Belief Optimization for Visual Categorization",
BOOKTITLE = MMMod21,
YEAR = "2021",
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AUTHOR = "Ferreira, A.R. and de Rosa, G.H. and Papa, J.P. and Carneiro, G. and Faria, F.A.",
TITLE = "Creating Classifier Ensembles through Meta-heuristic Algorithms for
Aerial Scene Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
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@inproceedings{bb144379,
AUTHOR = "Yotsumata, T. and Sakamoto, M. and Satoh, T.",
TITLE = "Quality Improvement for Airborne Lidar Data Filtering Based on Deep
Learning Method",
BOOKTITLE = ISPRS20,
YEAR = "2020",
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AUTHOR = "de Blois, S. and Garon, M. and Gagne, C. and Lalonde, J.F.",
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AUTHOR = "Zhu, H. and An, Z. and Xu, K. and Hu, X. and Xu, Y.",
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AUTHOR = "Ramos, M. and Munoz Jimenez, V. and Ramos, F.F.",
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AUTHOR = "Zakharova, A.A. and Podvesovskii, A.G. and Shklyar, A.V.",
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The Case of Compositional Data",
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AUTHOR = "Rai, N. and Negi, S. and Chaudhury, S. and Deshmukh, O.",
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AUTHOR = "Taalimi, A. and Rahimpour, A. and Liu, L. and Qi, H.R.",
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YEAR = "2017",
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