@article{bb124700, 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#TT120782"} @article{bb124701, 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#TT120783"} @article{bb124702, 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#TT120784"} @article{bb124703, 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#TT120785"} @article{bb124704, 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#TT120786"} @article{bb124705, 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#TT120787"} @article{bb124706, 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#TT120788"} @article{bb124707, 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#TT120789"} @article{bb124708, 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#TT120790"} @article{bb124709, 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#TT120791"} @article{bb124710, 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#TT120792"} @article{bb124711, 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#TT120793"} @article{bb124712, 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#TT120794"} @article{bb124713, 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#TT120795"} @article{bb124714, 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#TT120796"} @article{bb124715, 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#TT120797"} @article{bb124716, 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#TT120798"} @article{bb124717, 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#TT120799"} @article{bb124718, 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#TT120800"} @inproceedings{bb124719, 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#TT120801"} @article{bb124720, 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#TT120802"} @article{bb124721, AUTHOR = "Cao, Z.J. and You, K. 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#TT120803"} @article{bb124722, AUTHOR = "Huang, W. and Shi, Y.L. and Xiong, Z. and Wang, Q. and Zhu, X.X.", TITLE = "Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification", JOURNAL = PandRS, VOLUME = "195", YEAR = "2023", PAGES = "192-203", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120804"} @article{bb124723, 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#TT120805"} @article{bb124724, 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#TT120806"} @article{bb124725, 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#TT120807"} @article{bb124726, 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#TT120808"} @article{bb124727, 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#TT120809"} @article{bb124728, 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#TT120810"} @article{bb124729, AUTHOR = "Hattula, E. and Zhu, 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#TT120811"} @article{bb124730, 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#TT120812"} @article{bb124731, AUTHOR = "Li, X.J. and Abuduweili, A. and Shi, H. and Yang, P.K. and Dou, D.J. and Xiong, H. and Xu, C.Z.", TITLE = "Semi-supervised transfer learning with hierarchical self-regularization", JOURNAL = PR, VOLUME = "144", YEAR = "2023", PAGES = "109831", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120813"} @inproceedings{bb124732, AUTHOR = "Abuduweili, A. and Li, X.J. and Shi, H. and Xu, C.Z. and Dou, D.J.", TITLE = "Adaptive Consistency Regularization for Semi-Supervised Transfer Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "6919-6928", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120814"} @article{bb124733, 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#TT120815"} @article{bb124734, 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#TT120816"} @article{bb124735, 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#TT120817"} @article{bb124736, 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#TT120818"} @article{bb124737, 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#TT120819"} @article{bb124738, 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#TT120820"} @article{bb124739, 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#TT120821"} @inproceedings{bb124740, 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, YEAR = "2023", PAGES = "1085-1094", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120822"} @inproceedings{bb124741, 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, YEAR = "2023", PAGES = "5406-5415", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120823"} @inproceedings{bb124742, AUTHOR = "Xu, H. and Kang, U.", TITLE = "Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11440-11448", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120824"} @inproceedings{bb124743, 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.", TITLE = "ViM: Vision Middleware for Unified Downstream Transferring", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11662-11673", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120825"} @inproceedings{bb124744, AUTHOR = "Gholami, M. and Akbari, M. and Wang, X. and Kamranian, B. and Zhang, Y.", TITLE = "ETran: Energy-Based Transferability Estimation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18567-18576", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120826"} @inproceedings{bb124745, AUTHOR = "Wang, H.Q. and Li, Z.Z. and Zhang, W.", TITLE = "Get the Best of Both Worlds: Improving Accuracy and Transferability by Grassmann Class Representation", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "22421-22430", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120827"} @inproceedings{bb124746, 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", PAGES = "1140-1149", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120828"} @inproceedings{bb124747, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120829"} @inproceedings{bb124748, AUTHOR = "Borup, K. and Phoo, C.P. and Hariharan, B.", TITLE = "Distilling from Similar Tasks for Transfer Learning on a Budget", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11397-11407", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120830"} @inproceedings{bb124749, 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#TT120831"} @inproceedings{bb124750, AUTHOR = "Qing, Z.W. and Zhang, S.W. and Huang, Z.Y. and Zhang, Y. and Gao, C.X. and Zhao, D.L. and Sang, N.", TITLE = "Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "13888-13898", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120832"} @inproceedings{bb124751, AUTHOR = "Deng, A.D. and Li, X.J. and Hu, D. and Wang, T.Y. and Xiong, H. and Xu, C.Z.", TITLE = "Towards Inadequately Pre-trained Models in Transfer Learning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "19340-19351", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120833"} @inproceedings{bb124752, AUTHOR = "Huizinga, W. and Kruithof, M. and Burghouts, G. and Schutte, K.", TITLE = "Efficient Transfer by Robust Label Selection and Learning with Pseudo-Labels", BOOKTITLE = ICIP23, YEAR = "2023", PAGES = "2660-2664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120834"} @inproceedings{bb124753, AUTHOR = "Tian, Y.L. and Suya, F. and Suri, A. and Xu, F.Y. and Evans, D.", TITLE = "Manipulating Transfer Learning for Property Inference", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "15975-15984", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120835"} @inproceedings{bb124754, AUTHOR = "Tu, C.H. and Mai, Z. and Chao, W.L.", TITLE = "Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "7725-7735", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120836"} @inproceedings{bb124755, AUTHOR = "Jain, S. and Salman, H. and Khaddaj, A. and Wong, E. and Park, S.M. and Madry, A.", TITLE = "A Data-Based Perspective on Transfer Learning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3613-3622", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120837"} @inproceedings{bb124756, AUTHOR = "Nassar, I. and Hayat, M. and Abbasnejad, E. and Rezatofighi, H. and Harandi, M. and Haffari, G.", TITLE = "LAVA:Label-efficient Visual Learning and Adaptation", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "147-156", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120838"} @inproceedings{bb124757, AUTHOR = "Moon, S.H. and Buracas, D. and Park, S.H. and Kim, J. and Canny, J.", TITLE = "An Embedding-Dynamic Approach to Self-Supervised Learning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2749-2757", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120839"} @inproceedings{bb124758, AUTHOR = "Lee, H.J. and Lee, G. and Kim, J. and Cho, S.J. and Kim, D. and Yoo, D.", TITLE = "Improving Multi-fidelity Optimization with a Recurring Learning Rate for Hyperparameter Tuning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2308-2317", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120840"} @inproceedings{bb124759, AUTHOR = "Zengeler, N. and Glasmachers, T. and Handmann, U.", TITLE = "Transfer Meta Learning", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "4471-4478", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120841"} @inproceedings{bb124760, AUTHOR = "Xu, C.F. and Yang, S. and Galanti, T. and Wu, B. and Yue, X.Y. and Zhai, B. and Zhan, W. and Vajda, P. and Keutzer, K. and Tomizuka, M.", TITLE = "Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXVII:638-656", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120842"} @inproceedings{bb124761, AUTHOR = "Ding, N. and Chen, X. and Levinboim, T. and Changpinyo, S. and Soricut, R.", TITLE = "PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXIV:252-268", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120843"} @inproceedings{bb124762, AUTHOR = "Shao, W.Q. and Zhao, X. and Ge, Y.X. and Zhang, Z.Y. and Yang, L. and Wang, X.G. and Shan, Y. and Luo, P.", TITLE = "Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXIV:286-302", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120844"} @inproceedings{bb124763, AUTHOR = "Agostinelli, A. and Pandy, M. and Uijlings, J. and Mensink, T. and Ferrari, V.", TITLE = "How Stable Are Transferability Metrics Evaluations?", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXIV:303-321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120845"} @inproceedings{bb124764, AUTHOR = "Yu, P.C. and Sun, C. and Sun, M.", TITLE = "Data Efficient 3D Learner via Knowledge Transferred from 2D Model", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIX:182-198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120846"} @inproceedings{bb124765, AUTHOR = "Cui, Q. and Zhao, B.C. and Chen, Z.M. and Zhao, B.R. and Song, R.J. and Zhou, B.Y. and Liang, J.J. and Yoshie, O.", TITLE = "Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXVI:20-37", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120847"} @inproceedings{bb124766, AUTHOR = "Idris, A. and Khaleel, M. and Tavanapong, W. and Oh, J. and de Groen, P.", TITLE = "Training Strategy for Limited Labeled Data by Learning from Confusion", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1926-1930", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120848"} @inproceedings{bb124767, AUTHOR = "Jiang, Z. and Chen, T.L. and Chen, X. and Cheng, Y. and Zhou, L. and Yuan, L. and Awadallah, A. and Wang, Z.Y.", TITLE = "DnA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XX:239-256", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120849"} @inproceedings{bb124768, AUTHOR = "Ahmed, S.M. and Lohit, S. and Peng, K.C. and Jones, M.J. and Roy Chowdhury, A.K.", TITLE = "Cross-Modal Knowledge Transfer Without Task-Relevant Source Data", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXIV:111-127", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120850"} @inproceedings{bb124769, AUTHOR = "Sinha, S. and Roth, K. and Goyal, A. and Ghassemi, M. and Akata, Z. and Larochelle, H. and Garg, A.", TITLE = "Uniform Priors for Data-Efficient Learning", BOOKTITLE = L3D-IVU22, YEAR = "2022", PAGES = "4016-4027", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120851"} @inproceedings{bb124770, AUTHOR = "Zhai, X.H. and Wang, X. and Mustafa, B. and Steiner, A. and Keysers, D. and Kolesnikov, A. and Beyer, L.", TITLE = "LiT: Zero-Shot Transfer with Locked-Image text Tuning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "18102-18112", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120852"} @inproceedings{bb124771, AUTHOR = "Agostinelli, A. and Uijlings, J. and Mensink, T. and Ferrari, V.", TITLE = "Transferability Metrics for Selecting Source Model Ensembles", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "7926-7936", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120853"} @inproceedings{bb124772, AUTHOR = "Lu, Y.N. and Liu, J.Z. and Zhang, Y.G. and Liu, Y.J. and Tian, X.M.", TITLE = "Prompt Distribution Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "5196-5205", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120854"} @inproceedings{bb124773, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120855"} @inproceedings{bb124774, AUTHOR = "Yang, M. and Zhu, Y. 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120856"} @inproceedings{bb124775, 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#TT120857"} @inproceedings{bb124776, 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#TT120858"} @inproceedings{bb124777, 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#TT120859"} @inproceedings{bb124778, 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#TT120860"} @inproceedings{bb124779, 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#TT120861"} @inproceedings{bb124780, AUTHOR = "Renggli, C. and Pinto, A.S. and Rimanic, L. and Puigcerver, J. and Riquelme, C. and Zhang, C. and Lucic, M.", TITLE = "Which Model to Transfer? Finding the Needle in the Growing Haystack", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "9195-9204", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120862"} @inproceedings{bb124781, AUTHOR = "Vaze, S. and Hant, K. and Vedaldi, A. and Zisserman, A.", TITLE = "Generalized Category Discovery", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "7482-7491", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120863"} @inproceedings{bb124782, AUTHOR = "Rajeswar, S. and Rodriguez, P. and Singhal, S. and Vazquez, D. and Courville, A.", TITLE = "Multi-label Iterated Learning for Image Classification with Label Ambiguity", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "4773-4783", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120864"} @inproceedings{bb124783, AUTHOR = "Yazdanpanah, M. and Rahman, A.A. and Chaudhary, M. and Desrosiers, C. and Havaei, M. and Belilovsky, E. and Kahou, S.E.", TITLE = "Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "9099-9108", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120865"} @inproceedings{bb124784, AUTHOR = "Conder, J. and Jefferson, J. and Pages, N. and Jawed, K. and Nejati, A. and Sagar, M.", TITLE = "Efficient Transfer Learning for Visual Tasks via Continuous Optimization of Prompts", BOOKTITLE = CIAP22, YEAR = "2022", PAGES = "I:297-309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120866"} @inproceedings{bb124785, AUTHOR = "Schontag, P. and Nakath, D. and Rohrl, S. and Koser, K.", TITLE = "Towards Cross Domain Transfer Learning for Underwater Correspondence Search", BOOKTITLE = CIAP22, YEAR = "2022", PAGES = "III:461-472", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120867"} @inproceedings{bb124786, AUTHOR = "Xu, S.C. and Wang, L. and Wang, Y.X. and Zhu, Q.", TITLE = "Weak Adaptation Learning: Addressing Cross-domain Data Insufficiency with Weak Annotator", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "8897-8906", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120868"} @inproceedings{bb124787, AUTHOR = "Zhuang, W.M. and Gan, X. and Wen, Y.G. and Zhang, S. and Yi, S.", TITLE = "Collaborative Unsupervised Visual Representation Learning from Decentralized Data", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "4892-4901", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120869"} @inproceedings{bb124788, AUTHOR = "Sun, Q. and Bai, C. and Chen, T.H. and Geng, H. and Zhang, X.Y. and Bai, Y. and Yu, B.", TITLE = "Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "5360-5370", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120870"} @inproceedings{bb124789, AUTHOR = "Greer, H. and Kwitt, R. and Vialard, F.X. and Niethammer, M.", TITLE = "ICON: Learning Regular Maps Through Inverse Consistency", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "3376-3385", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120871"} @inproceedings{bb124790, AUTHOR = "Kim, B. and Yoo, Y.J. and Rhee, C.E. and Kim, J.", TITLE = "Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "4268-4277", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120872"} @inproceedings{bb124791, AUTHOR = "Hong, S. and Yoon, J. and Choi, M.K. and Kim, J.", TITLE = "Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2947-2956", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120873"} @inproceedings{bb124792, AUTHOR = "Hong, G.Z. and Mao, Z.Y. and Lin, X.J. and Chan, S.H.", TITLE = "Student-Teacher Learning from Clean Inputs to Noisy Inputs", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "12070-12079", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120874"} @inproceedings{bb124793, AUTHOR = "Klopp, J.P. and Liu, K.C. and Chen, L.G. and Chien, S.Y.", TITLE = "How to Exploit the Transferability of Learned Image Compression to Conventional Codecs", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "16160-16169", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120875"} @inproceedings{bb124794, AUTHOR = "Eckart, B. and Yuan, W.T. and Liu, C. and Kautz, J.", TITLE = "Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "8244-8253", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120876"} @inproceedings{bb124795, AUTHOR = "Xu, Q.W. and Zhang, R.P. and Zhang, Y. and Wang, Y.F. and Tian, Q.", TITLE = "A Fourier-based Framework for Domain Generalization", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "14378-14387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120877"} @inproceedings{bb124796, AUTHOR = "Han, D.Y. and Choe, J. and Chun, S. and Chung, J.J.Y. and Chang, M. and Yun, S. and Song, J.Y. and Oh, S.J.", TITLE = "Neglected Free Lunch: Learning Image Classifiers Using Annotation Byproducts", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "20143-20155", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120878"} @inproceedings{bb124797, AUTHOR = "Yun, S. and Oh, S.J. and Heo, B. and Han, D.Y. and Choe, J. and Chun, S.", TITLE = "Re-labeling ImageNet: From Single to Multi-Labels, from Global to Localized Labels", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "2340-2350", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120879"} @inproceedings{bb124798, AUTHOR = "Pouransari, H. and Javaheripi, M. and Sharma, V. and Tuzel, O.", TITLE = "Extracurricular Learning: Knowledge Transfer Beyond Empirical Distribution", BOOKTITLE = ECV21, YEAR = "2021", PAGES = "3026-3036", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120880"} @inproceedings{bb124799, AUTHOR = "de la Comble, A. and Prepin, K.", TITLE = "Efficient transfer learning for multi-channel convolutional neural networks", BOOKTITLE = MVA21, YEAR = "2021", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120881"}