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AUTHOR = "Alfano, P.D. and Pastore, V.P. and Rosasco, L. and Odone, F.",
TITLE = "Top-tuning: A study on transfer learning for an efficient alternative
to fine tuning for image classification with fast kernel methods",
JOURNAL = IVC,
VOLUME = "142",
YEAR = "2024",
PAGES = "104894",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134861"}
@article{bb138901,
AUTHOR = "Hoppe, H. and Dietrich, P. and Marzahn, P. and Weiß, T. and Nitzsche, C. and Freiherr von Lukas, U. and Wengerek, T. and Borg, E.",
TITLE = "Transferability of Machine Learning Models for Crop Classification in
Remote Sensing Imagery Using a New Test Methodology:
A Study on Phenological, Temporal, and Spatial Influences",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "9",
PAGES = "1493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134862"}
@article{bb138902,
AUTHOR = "Davila, A. and Colan, J. and Hasegawa, Y.",
TITLE = "Comparison of fine-tuning strategies for transfer learning in medical
image classification",
JOURNAL = IVC,
VOLUME = "146",
YEAR = "2024",
PAGES = "105012",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134863"}
@article{bb138903,
AUTHOR = "Han, H.G. and Li, M.M. and Yang, H.Y. and Wu, X.L. and Han, H.Y.",
TITLE = "Ensemble filter-transfer learning algorithm",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110581",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134864"}
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AUTHOR = "Zhu, P. and Zhang, X.R. and Han, X. and Cheng, X. and Gu, J. and Chen, P. and Jiao, L.C.",
TITLE = "Cross-Domain Classification Based on Frequency Component Adaptation
for Remote Sensing Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134865"}
@article{bb138905,
AUTHOR = "Liu, J.C. and Li, X. and Dong, C.X.",
TITLE = "Unknown Sample Selection and Discriminative Classifier Learning for
Generalized Category Discovery",
JOURNAL = JVCIR,
VOLUME = "102",
YEAR = "2024",
PAGES = "104203",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134866"}
@article{bb138906,
AUTHOR = "Huang, X.C. and Lu, Z.Z. and Peng, B.",
TITLE = "Enhancing Transferability with Intra-Class Transformations and
Inter-Class Nonlinear Fusion on SAR Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "14",
PAGES = "2539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134867"}
@article{bb138907,
AUTHOR = "Li, S.K. and Xia, X.B. and Deng, J.K. and Ge, S.M. and Liu, T.L.",
TITLE = "Transferring Annotator- and Instance-Dependent Transition Matrix for
Learning From Crowds",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "7377-7391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134868"}
@article{bb138908,
AUTHOR = "Hadikhani, P. and Lai, D.T.C. and Ong, W.H. and Nadimi Shahraki, M.H.",
TITLE = "Automatic deep sparse clustering with a dynamic population-based
evolutionary algorithm using reinforcement learning and transfer
learning",
JOURNAL = IVC,
VOLUME = "151",
YEAR = "2024",
PAGES = "105258",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134869"}
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AUTHOR = "Zan, P. and Wang, Y.R. and Hu, H. and Zhong, W. and Han, T.Y. and Yue, J.W.",
TITLE = "An Active Transfer Learning framework for image classification based
on Maximum Differentiation Classifier",
JOURNAL = IVC,
VOLUME = "154",
YEAR = "2025",
PAGES = "105401",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134870"}
@article{bb138910,
AUTHOR = "Liang, Y.P. and Fu, Y.",
TITLE = "Relation-Guided Adversarial Learning for Data-Free Knowledge Transfer",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2868-2885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134871"}
@article{bb138911,
AUTHOR = "Lomurno, E. and Matteucci, M.",
TITLE = "Federated Knowledge Recycling:
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JOURNAL = PRL,
VOLUME = "191",
YEAR = "2025",
PAGES = "124-130",
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AUTHOR = "Bei, Y.J. and Gao, K.W. and Zhao, Z.Y. and Lin, S. and Liu, E. and Feng, Z.",
TITLE = "Target-Directed Progressive Gradient Adjusting for transfer learning",
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TITLE = "Efficient Transfer From Image-Based Large Multimodal Models to Video
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JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "3045-3056",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134874"}
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AUTHOR = "Bai, C.J. and Xu, K. and Qiu, S. and He, H.R. and Zhao, B. and Wang, Z. and Li, W. and Li, X.L.",
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NUMBER = "8",
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AUTHOR = "Liang, D.K. and Feng, T.R. and Zhou, X. and Zhang, Y.M. and Zou, Z.K. and Bai, X.",
TITLE = "Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud
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YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "10949-10966",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134876"}
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TITLE = "Dynamic Adapter Meets Prompt Tuning:
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BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "14707-14717",
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AUTHOR = "Yao, J. and Wu, J.G. and Li, Y.X. and Wang, C.",
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JOURNAL = PAMI,
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MONTH = "January",
PAGES = "527-541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134878"}
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AUTHOR = "Chen, H.X. and Li, Y.H. and Huang, Z.Z. and Hong, Y. and Xu, Z. and Gu, Z.X. and Lan, J. and Zhu, H. and Wang, W.Q.",
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JOURNAL = CirSysVideo,
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YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11810-11821",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134879"}
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AUTHOR = "Wang, S.S. and Shen, X.Z. and Yang, X. and Xu, K. and Zhang, X.Y.",
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for Self-Supervised Visual Models",
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YEAR = "2026",
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MONTH = "January",
PAGES = "435-448",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134880"}
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AUTHOR = "Huang, L.Q. and Zhu, J. and Hu, Y.M. and Wang, S.L. and Liu, G.S. and Fan, J.",
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AUTHOR = "Liu, Y.P. and He, Z.Q. and Han, K.",
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@inproceedings{bb138952,
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AUTHOR = "Wei, C. and Wu, G.Y. and Barth, M.J.",
TITLE = "Feature Corrective Transfer Learning: End-to-End Solutions to Object
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AUTHOR = "Reyes Amezcua, I. and Ochoa Ruiz, G. and Mendez Vazquez, A.",
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AUTHOR = "Zuo, Z.M. and Smith, J. and Stonehouse, J. and Obara, B.",
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TITLE = "Cache and Reuse: Rethinking the Efficiency of On-device Transfer
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@inproceedings{bb138960,
AUTHOR = "Nayman, N. and Golbert, A. and Noy, A. and Zelnik Manor, L.",
TITLE = "Diverse Imagenet Models Transfer Better",
BOOKTITLE = WACV24,
YEAR = "2024",
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@inproceedings{bb138961,
AUTHOR = "Kender, J.R. and Dube, P. and Han, Z.Y. and Bhattacharjee, B.",
TITLE = "G2L: A High-Dimensional Geometric Approach for Automatic Generation
of Highly Accurate Pseudo-Labels",
BOOKTITLE = LIMIT23,
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PAGES = "1085-1094",
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@inproceedings{bb138962,
AUTHOR = "Li, X.T. and Hu, Z.X. and Ge, Y.X. and Shan, Y. and Duan, L.Y.",
TITLE = "Exploring Model Transferability through the Lens of Potential Energy",
BOOKTITLE = ICCV23,
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@inproceedings{bb138963,
AUTHOR = "Xu, H. and Kang, U.",
TITLE = "Fast and Accurate Transferability Measurement by Evaluating
Intra-class Feature Variance",
BOOKTITLE = ICCV23,
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@inproceedings{bb138964,
AUTHOR = "Feng, Y.T. and Gong, B. and Jiang, J.W. and Lv, Y. and Shen, Y.J. and Zhao, D.L. and Zhou, J.",
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@inproceedings{bb138965,
AUTHOR = "Gholami, M. and Akbari, M. and Wang, X. and Kamranian, B. and Zhang, Y.",
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@inproceedings{bb138966,
AUTHOR = "Pegeot, T. and Kucher, I. and Popescu, A. and Delezoide, B.",
TITLE = "A Comprehensive Study of Transfer Learning under Constraints",
BOOKTITLE = REDLCV23,
YEAR = "2023",
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@inproceedings{bb138967,
AUTHOR = "Sama, N. and David, E. and Rossetti, S. and Antona, A. and Franchetti, B. and Pirri, F.",
TITLE = "A new large dataset and a transfer learning methodology for plant
phenotyping in Vertical Farms",
BOOKTITLE = CVPPA23,
YEAR = "2023",
PAGES = "540-551",
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@inproceedings{bb138968,
AUTHOR = "Borup, K. and Phoo, C.P. and Hariharan, B.",
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BOOKTITLE = ICCV23,
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@inproceedings{bb138969,
AUTHOR = "Koh, S. and Shon, H. and Lee, J. and Hong, H.G. and Kim, J.",
TITLE = "Disposable Transfer Learning for Selective Source Task Unlearning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "11718-11726",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134930"}
@inproceedings{bb138970,
AUTHOR = "Qing, Z.W. and Zhang, S.W. and Huang, Z.Y. and Zhang, Y.Y. and Gao, C.X. and Zhao, D.L. and Sang, N.",
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Image-to-Video Transfer Learning",
BOOKTITLE = ICCV23,
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Pseudo-Labels",
BOOKTITLE = ICIP23,
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AUTHOR = "Tian, Y.L. and Suya, F. and Suri, A. and Xu, F.Y. and Evans, D.",
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Representations for Parameter and Memory Efficient Transfer Learning",
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@inproceedings{bb138990,
AUTHOR = "Agostinelli, A. and Uijlings, J. and Mensink, T. and Ferrari, V.",
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BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb138991,
AUTHOR = "Lu, Y.N. and Liu, J.Z. and Zhang, Y.G. and Liu, Y.J. and Tian, X.M.",
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AUTHOR = "Byun, J. and Cho, S. and Kwon, M.J. and Kim, H.S. and Kim, C.",
TITLE = "Improving the Transferability of Targeted Adversarial Examples
through Object-Based Diverse Input",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "15223-15232",
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AUTHOR = "Yang, M. and Zhu, Y.H. and Yu, J.P. and Wu, A. and Deng, C.",
TITLE = "Divide and Conquer: Compositional Experts for Generalized Novel Class
Discovery",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14248-14257",
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@article{bb138994,
AUTHOR = "Sambugaro, Z. and Garau, N. and Bisagno, N. and Conci, N.",
TITLE = "Agglomerator++: Interpretable part-whole hierarchies and latent space
representations in neural networks",
JOURNAL = CVIU,
VOLUME = "249",
YEAR = "2024",
PAGES = "104159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134955"}
@inproceedings{bb138995,
AUTHOR = "Garau, N. and Bisagno, N. and Sambugaro, Z. and Conci, N.",
TITLE = "Interpretable part-whole hierarchies and conceptual-semantic
relationships in neural networks",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13679-13688",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134956"}
@inproceedings{bb138996,
AUTHOR = "Iofinova, E. and Peste, A. and Kurtz, M. and Alistarh, D.",
TITLE = "How Well Do Sparse ImageNet Models Transfer?",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12256-12266",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134957"}
@inproceedings{bb138997,
AUTHOR = "Yang, L. and Rakin, A.S. and Fan, D.L.",
TITLE = "RepNet: Efficient On-Device Learning via Feature Reprogramming",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "12267-12276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134958"}
@inproceedings{bb138998,
AUTHOR = "Pandy, M. and Agostinelli, A. and Uijlings, J. and Ferrari, V. and Mensink, T.",
TITLE = "Transferability Estimation using Bhattacharyya Class Separability",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9162-9172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134959"}
@inproceedings{bb138999,
AUTHOR = "Wang, Y.Z. and Tang, S.X. and Zhu, F. and Bai, L. and Zhao, R. and Qi, D.L. and Ouyang, W.L.",
TITLE = "Revisiting the Transferability of Supervised Pretraining:
An MLP Perspective",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "9173-9183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT134960"}
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