@article{bb136200,
AUTHOR = "Rostami, M. and Kolouri, S. and Eaton, E. and Kim, K.",
TITLE = "Deep Transfer Learning for Few-Shot SAR Image Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132208"}
@article{bb136201,
AUTHOR = "Hong, D. and Yokoya, N. and Chanussot, J. and Zhu, X.X.",
TITLE = "CoSpace: Common Subspace Learning From Hyperspectral-Multispectral
Correspondences",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "4349-4359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132209"}
@article{bb136202,
AUTHOR = "Tan, M. and Yu, J. and Zhang, H.Y. and Rui, Y. and Tao, D.C.",
TITLE = "Image Recognition by Predicted User Click Feature With Multidomain
Multitask Transfer Deep Network",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "6047-6062",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132210"}
@article{bb136203,
AUTHOR = "Yan, C. and Li, L. and Zhang, C. and Liu, B. and Zhang, Y. and Dai, Q.",
TITLE = "Cross-Modality Bridging and Knowledge Transferring for Image
Understanding",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "2675-2685",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132211"}
@article{bb136204,
AUTHOR = "Li, X.H. and Grandvalet, Y. and Davoine, F.",
TITLE = "A baseline regularization scheme for transfer learning with
convolutional neural networks",
JOURNAL = PR,
VOLUME = "98",
YEAR = "2020",
PAGES = "107049",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132212"}
@article{bb136205,
AUTHOR = "Sanodiya, R.K. and Mathew, J.",
TITLE = "A novel unsupervised Globality-Locality Preserving Projections in
transfer learning",
JOURNAL = IVC,
VOLUME = "90",
YEAR = "2019",
PAGES = "103802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132213"}
@article{bb136206,
AUTHOR = "Han, N. and Wu, J. and Fang, X. and Xie, S. and Zhan, S. and Xie, K. and Li, X.",
TITLE = "Latent Elastic-Net Transfer Learning",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2820-2833",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132214"}
@article{bb136207,
AUTHOR = "Pires de Lima, R. and Marfurt, K.",
TITLE = "Convolutional Neural Network for Remote-Sensing Scene Classification:
Transfer Learning Analysis",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2019",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132215"}
@article{bb136208,
AUTHOR = "Zhang, B. and Yang, W. and Wang, Z. and Zhuo, L. and Han, J. and Zhen, X.",
TITLE = "The Structure Transfer Machine: Theory and Applications",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "2889-2902",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132216"}
@article{bb136209,
AUTHOR = "Das, D. and Lee, C.S.G.",
TITLE = "A Two-Stage Approach to Few-Shot Learning for Image Recognition",
JOURNAL = IP,
VOLUME = "29",
YEAR = "2020",
PAGES = "3336-3350",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132217"}
@article{bb136210,
AUTHOR = "Gholenji, E. and Tahmoresnezhad, J.",
TITLE = "Joint local and statistical discriminant learning via feature alignment",
JOURNAL = SIViP,
VOLUME = "14",
YEAR = "2020",
NUMBER = "3",
MONTH = "April",
PAGES = "609-616",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132218"}
@article{bb136211,
AUTHOR = "Peng, Z. and Zhang, W. and Han, N. and Fang, X. and Kang, P. and Teng, L.",
TITLE = "Active Transfer Learning",
JOURNAL = CirSysVideo,
VOLUME = "30",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "1022-1036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132219"}
@article{bb136212,
AUTHOR = "Dong, R.M. and Li, C. and Fu, H.H. and Wang, J. and Li, W.J. and Yao, Y. and Gan, L. and Yu, L. and Gong, P.",
TITLE = "Improving 3-m Resolution Land Cover Mapping through Efficient
Learning from an Imperfect 10-m Resolution Map",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132220"}
@article{bb136213,
AUTHOR = "Liu, W. and Qin, R.",
TITLE = "A MultiKernel Domain Adaptation Method for Unsupervised Transfer
Learning on Cross-Source and Cross-Region Remote Sensing Data
Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "6",
MONTH = "June",
PAGES = "4279-4289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132221"}
@article{bb136214,
AUTHOR = "Lu, Y. and Luo, L.K. and Huang, D. and Wang, Y.H. and Chen, L.M.",
TITLE = "Knowledge Transfer in Vision Recognition: A Survey",
JOURNAL = Surveys,
VOLUME = "53",
YEAR = "2020",
NUMBER = "2",
MONTH = "April",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132222"}
@article{bb136215,
AUTHOR = "Geng, J. and Deng, X. and Ma, X. and Jiang, W.",
TITLE = "Transfer Learning for SAR Image Classification Via Deep Joint
Distribution Adaptation Networks",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "5377-5392",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132223"}
@article{bb136216,
AUTHOR = "Zhou, J.H. and Zeng, S.N. and Zhang, B.",
TITLE = "Two-stage knowledge transfer framework for image classification",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
PAGES = "107529",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132224"}
@article{bb136217,
AUTHOR = "Tamaazousti, Y. and Le Borgne, H. and Hudelot, C. and Seddik, M.E.A. and Tamaazousti, M.",
TITLE = "Learning More Universal Representations for Transfer-Learning",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "2212-2224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132225"}
@article{bb136218,
AUTHOR = "Peng, Z. and Jia, Y. and Hou, J.",
TITLE = "Non-Negative Transfer Learning With Consistent Inter-Domain
Distribution",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1720-1724",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132226"}
@article{bb136219,
AUTHOR = "Liu, W.F. and Li, J.F. and Liu, B. and Guan, W. and Zhou, Y.C. and Xu, C.S.",
TITLE = "Unified Cross-domain Classification via Geometric and Statistical
Adaptations",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107658",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132227"}
@article{bb136220,
AUTHOR = "Liu, Y.S. and Ding, L.W. and Chen, C.H. and Liu, Y.B.",
TITLE = "Similarity-Based Unsupervised Deep Transfer Learning for Remote
Sensing Image Retrieval",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "11",
MONTH = "November",
PAGES = "7872-7889",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132228"}
@article{bb136221,
AUTHOR = "Zhuang, F.Z. and Qi, Z.Y. and Duan, K.Y. and Xi, D.B. and Zhu, Y.C. and Zhu, H.S. and Xiong, H. and He, Q.",
TITLE = "A Comprehensive Survey on Transfer Learning",
JOURNAL = PIEEE,
VOLUME = "109",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "43-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132229"}
@article{bb136222,
AUTHOR = "Meng, M. and Lan, M.C. and Yu, J. and Wu, J.G.",
TITLE = "Coupled Knowledge Transfer for Visual Data Recognition",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "5",
PAGES = "1776-1789",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132230"}
@article{bb136223,
AUTHOR = "Lu, Y. and Wang, W.J. and Yuan, C. and Li, X.L. and Lai, Z.H.",
TITLE = "Manifold Transfer Learning via Discriminant Regression Analysis",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "2056-2070",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132231"}
@article{bb136224,
AUTHOR = "Azzam, M. and Wu, W.H. and Cao, W.M. and Wu, S. and Wong, H.S.",
TITLE = "KTransGAN: Variational Inference-Based Knowledge Transfer for
Unsupervised Conditional Generative Learning",
JOURNAL = MultMed,
VOLUME = "23",
YEAR = "2021",
PAGES = "3318-3331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132232"}
@article{bb136225,
AUTHOR = "Shan, X.X. and Lu, Y. and Li, Q.L. and Wen, Y.",
TITLE = "Model-Based Transfer Learning and Sparse Coding for Partial Face
Recognition",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "4347-4356",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132233"}
@article{bb136226,
AUTHOR = "Yu, Z.X. and Shen, D. and Jin, Z.M. and Huang, J.Q. and Cai, D. and Hua, X.S.",
TITLE = "Progressive Transfer Learning",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "1340-1348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132234"}
@article{bb136227,
AUTHOR = "Sun, Q. and Liu, Y.Y. and Chen, Z.Z. and Chua, T.S. and Schiele, B.",
TITLE = "Meta-Transfer Learning Through Hard Tasks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1443-1456",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132235"}
@article{bb136228,
AUTHOR = "Ozkanoglu, M.A. and Ozer, S.",
TITLE = "InfraGAN: A GAN architecture to transfer visible images to infrared
domain",
JOURNAL = PRL,
VOLUME = "155",
YEAR = "2022",
PAGES = "69-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132236"}
@article{bb136229,
AUTHOR = "Saleh, N. and Wahed, M.A. and Salaheldin, A.M.",
TITLE = "Transfer learning-based platform for detecting multi-classification
retinal disorders using optical coherence tomography images",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "3",
PAGES = "740-752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132237"}
@article{bb136230,
AUTHOR = "Fang, B. and Liu, Y. and Zhang, H. and He, J.",
TITLE = "Hyperspectral Image Classification Based on 3D Asymmetric Inception
Network with Data Fusion Transfer Learning",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132238"}
@article{bb136231,
AUTHOR = "Jing, Z.H. and Li, P. and Wu, B. and Yuan, S. and Chen, Y.C.",
TITLE = "An Adaptive Focal Loss Function Based on Transfer Learning for
Few-Shot Radar Signal Intra-Pulse Modulation Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132239"}
@article{bb136232,
AUTHOR = "Cai, J.J. and Gan, F.M. and Cao, X.H. and Liu, W. and Li, P.",
TITLE = "Radar Intra-Pulse Signal Modulation Classification with Contrastive
Learning",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132240"}
@article{bb136233,
AUTHOR = "Cai, J.J. and Guo, Y.C. and Cao, X.H.",
TITLE = "Automatic Radar Intra-Pulse Signal Modulation Classification Using
the Supervised Contrastive Learning",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "18",
PAGES = "3542",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132241"}
@article{bb136234,
AUTHOR = "Han, K. and Rebuffi, S.A. and Ehrhardt, S. and Vedaldi, A. and Zisserman, A.",
TITLE = "AutoNovel: Automatically Discovering and Learning Novel Visual
Categories",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6767-6781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132242"}
@inproceedings{bb136235,
AUTHOR = "Han, K. and Vedaldi, A. and Zisserman, A.",
TITLE = "Learning to Discover Novel Visual Categories via Deep Transfer
Clustering",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "8400-8408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132243"}
@article{bb136236,
AUTHOR = "Mensink, T. and Uijlings, J. and Kuznetsova, A. and Gygli, M. and Ferrari, V.",
TITLE = "Factors of Influence for Transfer Learning Across Diverse Appearance
Domains and Task Types",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9298-9314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132244"}
@article{bb136237,
AUTHOR = "Cao, Z.J. and You, K.C. and Zhang, Z.Y. and Wang, J.M. and Long, M.S.",
TITLE = "From Big to Small: Adaptive Learning to Partial-Set Domains",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1766-1780",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132245"}
@article{bb136238,
AUTHOR = "Ren, C.X. and Luo, Y.W. and Dai, D.Q.",
TITLE = "BuresNet:
Conditional Bures Metric for Transferable Representation Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4198-4213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132246"}
@article{bb136239,
AUTHOR = "Sun, Y. and Wang, X. and Peng, D.Z. and Ren, Z.W. and Shen, X.B.",
TITLE = "Hierarchical Hashing Learning for Image Set Classification",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "1732-1744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132247"}
@article{bb136240,
AUTHOR = "Wang, X.M. and Wang, C. and Song, X. and Kirby, L. and Wu, J.G.",
TITLE = "Regularized Multi-Output Gaussian Convolution Process with Domain
Adaptation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "6142-6156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132248"}
@article{bb136241,
AUTHOR = "Gao, Y.M. and Yang, Y.H.",
TITLE = "Transfer learning on stratified data: joint estimation transferred
from strata",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132249"}
@article{bb136242,
AUTHOR = "Ramirez, P.Z. and Cardace, A. and de Luigi, L. and Tonioni, A. and Salti, S. and di Stefano, L.",
TITLE = "Learning Good Features to Transfer Across Tasks and Domains",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9981-9995",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132250"}
@article{bb136243,
AUTHOR = "Wang, W. and Gao, J.Y. and Yang, X.S. and Xu, C.S.",
TITLE = "Many Hands Make Light Work: Transferring Knowledge from Auxiliary
Tasks for Video-Text Retrieval",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "2661-2674",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132251"}
@article{bb136244,
AUTHOR = "Hattula, E. and Zhu, L.L. and Raninen, J. and Oksanen, J. and Hyyppa, J.",
TITLE = "Advantages of Using Transfer Learning Technology with a Quantative
Measurement",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "17",
PAGES = "4278",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132252"}
@article{bb136245,
AUTHOR = "Ye, M.C. and Wang, C.L. and Meng, Z.H. and Xiong, F.C. and Qian, Y.T.",
TITLE = "Domain-invariant attention network for transfer learning between
cross-scene hyperspectral images",
JOURNAL = IET-CV,
VOLUME = "17",
YEAR = "2023",
NUMBER = "7",
PAGES = "739-749",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132253"}
@article{bb136246,
AUTHOR = "Zhang, B.J. and Gao, B. and Liang, S.Y. and Li, X.Y. and Wang, H.",
TITLE = "A Classification Algorithm Based on Improved Meta Learning and
Transfer Learning for Few-Shot Medical Images",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "12",
PAGES = "3589-3598",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132254"}
@article{bb136247,
AUTHOR = "Guo, K. and Shen, C.C. and Hu, B. and Hu, M. and Kui, X.Y.",
TITLE = "RSNet: Relation Separation Network for Few-Shot Similar Class
Recognition",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "3894-3904",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132255"}
@article{bb136248,
AUTHOR = "Du, X.T. and Liu, Z.D. and Feng, Z. and Deng, H.",
TITLE = "DataMap: Dataset transferability map for medical image classification",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "110044",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132256"}
@article{bb136249,
AUTHOR = "Xu, T. and Han, B. and Li, J. and Du, Y.F.",
TITLE = "A locally weighted, correlated subdomain adaptive network employed to
facilitate transfer learning",
JOURNAL = IVC,
VOLUME = "141",
YEAR = "2024",
PAGES = "104887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132257"}
@article{bb136250,
AUTHOR = "Wang, Y.X. and Gonzalez Garcia, A. and Wu, C. and Herranz, L. and Khan, F.S. and Jui, S.L. and Yang, J. and van de Weijer, J.",
TITLE = "MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to
Limited Data Domains",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "490-514",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132258"}
@article{bb136251,
AUTHOR = "Dehkordi, R.H. and Candiani, G. and Nutini, F. and Carotenuto, F. and Gioli, B. and Cesaraccio, C. and Boschetti, M.",
TITLE = "Towards an Improved High-Throughput Phenotyping Approach: Utilizing
MLRA and Dimensionality Reduction Techniques for Transferring
Hyperspectral Proximal-Based Model to Airborne Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "3",
PAGES = "492",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132259"}
@article{bb136252,
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#TT132260"}
@article{bb136253,
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#TT132261"}
@article{bb136254,
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#TT132262"}
@article{bb136255,
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#TT132263"}
@article{bb136256,
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#TT132264"}
@article{bb136257,
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#TT132265"}
@article{bb136258,
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#TT132266"}
@article{bb136259,
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#TT132267"}
@article{bb136260,
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#TT132268"}
@article{bb136261,
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#TT132269"}
@article{bb136262,
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#TT132270"}
@article{bb136263,
AUTHOR = "Lomurno, E. and Matteucci, M.",
TITLE = "Federated Knowledge Recycling:
Privacy-preserving synthetic data sharing",
JOURNAL = PRL,
VOLUME = "191",
YEAR = "2025",
PAGES = "124-130",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132271"}
@article{bb136264,
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",
JOURNAL = PR,
VOLUME = "167",
YEAR = "2025",
PAGES = "111731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132272"}
@article{bb136265,
AUTHOR = "Cao, S.D. and Zhao, Z.H. and Hao, S.Y. and Chai, W.H. and Hwang, J.N. and Wang, H.W. and Wang, G.A.",
TITLE = "Efficient Transfer From Image-Based Large Multimodal Models to Video
Tasks",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "3045-3056",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132273"}
@article{bb136266,
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.",
TITLE = "On the Value of Myopic Behavior in Policy Reuse",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "6647-6659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132274"}
@inproceedings{bb136267,
AUTHOR = "Liu, Y.P. and He, Z.Q. and Han, K.",
TITLE = "Hyperbolic Category Discovery",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "9891-9900",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132275"}
@inproceedings{bb136268,
AUTHOR = "Guo, Y. and Liu, W.Q. and Xu, Q.S. and Zheng, S.J. and Huang, S.J. and Zang, Y. and Shen, S.Q. and Wen, C. and Wang, C.",
TITLE = "Boosting Adversarial Transferability through Augmentation in
Hypothesis Space",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "19175-19185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132276"}
@inproceedings{bb136269,
AUTHOR = "Ren, Y.C. and Zhao, Z.Y. and Lin, C.H. and Yang, B. and Zhou, L. and Liu, Z. and Shen, C.",
TITLE = "Improving Adversarial Transferability on Vision Transformers via
Forward Propagation Refinement",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25071-25080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132277"}
@inproceedings{bb136270,
AUTHOR = "Liang, K. and Dai, X.L. and Li, Y.J. and Wang, D. and Xiao, B.",
TITLE = "Improving Transferable Targeted Attacks with Feature Tuning Mixup",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25802-25811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132278"}
@inproceedings{bb136271,
AUTHOR = "Li, S.X. and He, C.X. and Ma, X.J. and Zhu, B.B. and Wang, S. and Hu, H.S. and Zhang, D.M. and Yu, L.",
TITLE = "Enhancing Adversarial Transferability with Checkpoints of a Single
Model's Training",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20685-20694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132279"}
@inproceedings{bb136272,
AUTHOR = "Khoba, P.K. and Wang, Z.J. and Arora, C. and Baktashmotlagh, M.",
TITLE = "Feature Space Perturbation: A Panacea to Enhanced Transferability
Estimation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "1299-1308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132280"}
@inproceedings{bb136273,
AUTHOR = "Agrawal, T. and Guermal, M. and Balazia, M. and Bremond, F.",
TITLE = "CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous
Interaction Datasets",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "7379-7388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132281"}
@inproceedings{bb136274,
AUTHOR = "Zhang, Y.R. and Chen, H.H. and Zhang, X.Y. and Chu, X.X. and Song, L.",
TITLE = "Dyn-adapter: Towards Disentangled Representation for Efficient Visual
Recognition",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXI: 433-448",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132282"}
@inproceedings{bb136275,
AUTHOR = "Hadgi, S. and Li, L. and Ovsjanikov, M.",
TITLE = "To Supervise or Not to Supervise: Understanding and Addressing the Key
Challenges of Point Cloud Transfer Learning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVIII: 146-163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132283"}
@inproceedings{bb136276,
AUTHOR = "Zhang, J.W. and Farnia, F.",
TITLE = "Sparse Domain Transfer via Elastic Net Regularization",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "V: 222-238",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132284"}
@inproceedings{bb136277,
AUTHOR = "Huang, Y. and Yan, Z. and Shen, C.M. and Fang, F. and Zhang, G.X.",
TITLE = "Harmonizing Knowledge Transfer in Neural Network with Unified
Distillation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXIII: 58-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132285"}
@inproceedings{bb136278,
AUTHOR = "Hummer, C. and Schwonberg, M. and Zhou, L.W. and Cao, H. and Knoll, A. and Gottschalk, H.",
TITLE = "Strong but Simple: A Baseline for Domain Generalized Dense Perception
by CLIP-based Transfer Learning",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "X: 463-484",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132286"}
@inproceedings{bb136279,
AUTHOR = "Diao, H. and Wan, B. and Jia, X. and Zhuge, Y.Z. and Zhang, Y. and Lu, H.C. and Chen, L.",
TITLE = "Sherl: Synthesizing High Accuracy and Efficient Memory for
Resource-limited Transfer Learning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XLIV: 75-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132287"}
@inproceedings{bb136280,
AUTHOR = "Luo, T.Z. and Du, M.X. and Shi, J. and Chen, X.X. and Zhao, B.C. and Huang, S.G.",
TITLE = "Contextuality Helps Representation Learning for Generalized Category
Discovery",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "687-693",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132288"}
@inproceedings{bb136281,
AUTHOR = "Hong, Z.M. and Shen, L. and Liu, T.L.",
TITLE = "Your Transferability Barrier is Fragile: Free-Lunch for Transferring
the Non-Transferable Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28805-28815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132289"}
@inproceedings{bb136282,
AUTHOR = "Xu, X.Y. and Yang, M. and Yi, W.Z. and Li, Z. and Wang, J. and Hu, H.X. and Zhuang, Y. and Liu, Y.X.",
TITLE = "A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack Against
Split Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12130-12139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132290"}
@inproceedings{bb136283,
AUTHOR = "Ho, S.T. and Hao, K.J. and Chandrasegaran, K. and Nguyen, N.B. and Cheung, N.M.",
TITLE = "Model Inversion Robustness: Can Transfer Learning Help?",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12183-12193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132291"}
@inproceedings{bb136284,
AUTHOR = "Franchi, G. and Laurent, O. and Leguery, M. and Bursuc, A. and Pilzer, A. and Yao, A.",
TITLE = "Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty
from Pre-trained Models",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "12194-12204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132292"}
@inproceedings{bb136285,
AUTHOR = "Zhou, X. and Liang, D.K. and Xu, W. and Zhu, X.K. and Xu, Y.H. and Zou, Z.K. and Bai, X.",
TITLE = "Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer
Learning for Point Cloud Analysis",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "14707-14717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132293"}
@inproceedings{bb136286,
AUTHOR = "Bar, A. and Houlsby, N. and Dehghani, M. and Kumar, M.",
TITLE = "Frozen Feature Augmentation for Few-Shot Image Classification",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16046-16057",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132294"}
@inproceedings{bb136287,
AUTHOR = "Wu, Z.F. and Mao, C.J. and Wang, X. and Jiang, J.W. and Lv, Y. and Jin, R.",
TITLE = "Structured Model Probing: Empowering Efficient Transfer Learning by
Structured Regularization",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "16838-16847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132295"}
@inproceedings{bb136288,
AUTHOR = "Li, Y. and Liu, Z. and Chen, H. and Yao, L.",
TITLE = "Context-Based and Diversity-Driven Specificity in Compositional
Zero-Shot Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "17037-17046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132296"}
@inproceedings{bb136289,
AUTHOR = "Zhang, Y.H. and Doughty, H. and Snoek, C.G.M.",
TITLE = "Low-Resource Vision Challenges for Foundation Models",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "21956-21966",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132297"}
@inproceedings{bb136290,
AUTHOR = "Dai, M.Y. and Raffiee, A.H. and Jain, A. and Correa, J.",
TITLE = "Evaluating Transferability in Retrieval Tasks: An Approach Using MMD
and Kernel Methods",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "22390-22400",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132298"}
@inproceedings{bb136291,
AUTHOR = "Liu, J. and Zheng, J.L. and Liu, Y. and Li, H.S.",
TITLE = "GLID: Pre-training a Generalist Encoder-Decoder Vision Model",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "22851-22860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132299"}
@inproceedings{bb136292,
AUTHOR = "Do, D.P. and Kim, T. and Na, J. and Kim, J. and Lee, K. and Cho, K. and Hwang, W.J.",
TITLE = "D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal
Gap for Domain-Adaptive Object Detection",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "23313-23322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132300"}
@inproceedings{bb136293,
AUTHOR = "Yang, L.X. and Zhang, R.Y. and Wang, Y.C. and Xie, X.H.",
TITLE = "MMA: Multi-Modal Adapter for Vision-Language Models",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "23826-23837",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132301"}
@inproceedings{bb136294,
AUTHOR = "Hua, A.D. and Gu, J.D. and Xue, Z.Y. and Carlini, N. and Wong, E. and Qin, Y.",
TITLE = "Initialization Matters for Adversarial Transfer Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "24831-24840",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132302"}
@inproceedings{bb136295,
AUTHOR = "Ngo, B.H. and Do Tran, N.T. and Nguyen, T.N. and Jeon, H.G. and Choi, T.J.",
TITLE = "Learning CNN on ViT: A Hybrid Model to Explicitly Class-Specific
Boundaries for Domain Adaptation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28545-28554",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132303"}
@inproceedings{bb136296,
AUTHOR = "Hu, Z.X. and Li, X.T. and Tang, S.X. and Liu, J. and Hu, Y.C. and Duan, L.Y.",
TITLE = "LEAD: Exploring Logit Space Evolution for Model Selection",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28664-28673",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132304"}
@inproceedings{bb136297,
AUTHOR = "Fu, M.H. and Zhu, K.",
TITLE = "Instance-based Max-margin for Practical Few-shot Recognition",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28674-28683",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132305"}
@inproceedings{bb136298,
AUTHOR = "Diao, H. and Wan, B. and Zhang, Y. and Jia, X. and Lu, H.C. and Chen, L.",
TITLE = "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient
Parameter and Memory",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28729-28740",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132306"}
@inproceedings{bb136299,
AUTHOR = "Daroya, R. and Sun, A. and Maji, S.",
TITLE = "Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "28827-28837",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT132307"}
Last update:Oct 6, 2025 at 14:07:43