@article{bb124400, 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#TT120483"} @article{bb124401, 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#TT120484"} @article{bb124402, 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#TT120485"} @article{bb124403, 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#TT120486"} @article{bb124404, 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#TT120487"} @article{bb124405, 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#TT120488"} @article{bb124406, 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#TT120489"} @article{bb124407, 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#TT120490"} @article{bb124408, 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#TT120491"} @article{bb124409, 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#TT120492"} @article{bb124410, 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#TT120493"} @article{bb124411, 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#TT120494"} @inproceedings{bb124412, 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#TT120495"} @article{bb124413, 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#TT120496"} @article{bb124414, 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#TT120497"} @article{bb124415, 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#TT120498"} @article{bb124416, 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#TT120499"} @article{bb124417, 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#TT120500"} @article{bb124418, 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#TT120501"} @article{bb124419, 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#TT120502"} @article{bb124420, 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#TT120503"} @article{bb124421, 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#TT120504"} @article{bb124422, 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#TT120505"} @article{bb124423, 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#TT120506"} @article{bb124424, 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#TT120507"} @inproceedings{bb124425, 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#TT120508"} @article{bb124426, 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#TT120509"} @article{bb124427, 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#TT120510"} @article{bb124428, 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#TT120511"} @article{bb124429, 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#TT120512"} @article{bb124430, 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#TT120513"} @article{bb124431, 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#TT120514"} @article{bb124432, 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#TT120515"} @inproceedings{bb124433, 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#TT120516"} @inproceedings{bb124434, 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#TT120517"} @inproceedings{bb124435, 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#TT120518"} @inproceedings{bb124436, 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#TT120519"} @inproceedings{bb124437, 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#TT120520"} @inproceedings{bb124438, 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#TT120521"} @inproceedings{bb124439, 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#TT120522"} @inproceedings{bb124440, 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#TT120523"} @inproceedings{bb124441, 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#TT120524"} @inproceedings{bb124442, 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#TT120525"} @inproceedings{bb124443, 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#TT120526"} @inproceedings{bb124444, 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#TT120527"} @inproceedings{bb124445, 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#TT120528"} @inproceedings{bb124446, 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#TT120529"} @inproceedings{bb124447, 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#TT120530"} @inproceedings{bb124448, 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#TT120531"} @inproceedings{bb124449, 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#TT120532"} @inproceedings{bb124450, 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#TT120533"} @inproceedings{bb124451, 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#TT120534"} @inproceedings{bb124452, 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#TT120535"} @inproceedings{bb124453, 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#TT120536"} @inproceedings{bb124454, 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#TT120537"} @inproceedings{bb124455, 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#TT120538"} @inproceedings{bb124456, 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#TT120539"} @inproceedings{bb124457, 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#TT120540"} @inproceedings{bb124458, 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#TT120541"} @inproceedings{bb124459, 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#TT120542"} @inproceedings{bb124460, 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#TT120543"} @inproceedings{bb124461, 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#TT120544"} @inproceedings{bb124462, 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#TT120545"} @inproceedings{bb124463, 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#TT120546"} @inproceedings{bb124464, 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#TT120547"} @inproceedings{bb124465, 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#TT120548"} @inproceedings{bb124466, 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#TT120549"} @inproceedings{bb124467, 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#TT120550"} @inproceedings{bb124468, 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#TT120551"} @inproceedings{bb124469, 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#TT120552"} @inproceedings{bb124470, 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#TT120553"} @inproceedings{bb124471, 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#TT120554"} @inproceedings{bb124472, 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#TT120555"} @inproceedings{bb124473, 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#TT120556"} @inproceedings{bb124474, 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#TT120557"} @inproceedings{bb124475, 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#TT120558"} @inproceedings{bb124476, 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#TT120559"} @inproceedings{bb124477, 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#TT120560"} @inproceedings{bb124478, 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#TT120561"} @inproceedings{bb124479, 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#TT120562"} @inproceedings{bb124480, 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#TT120563"} @inproceedings{bb124481, 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#TT120564"} @inproceedings{bb124482, 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#TT120565"} @inproceedings{bb124483, 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#TT120566"} @inproceedings{bb124484, 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#TT120567"} @inproceedings{bb124485, 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#TT120568"} @inproceedings{bb124486, 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#TT120569"} @inproceedings{bb124487, 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#TT120570"} @inproceedings{bb124488, 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#TT120571"} @inproceedings{bb124489, 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#TT120572"} @inproceedings{bb124490, 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#TT120573"} @inproceedings{bb124491, 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#TT120574"} @inproceedings{bb124492, 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#TT120575"} @inproceedings{bb124493, AUTHOR = "Hou, J. and Deng, J.D. and Cranefield, S. and Ding, X.J.", TITLE = "Cross-Domain Latent Modulation for Variational Transfer Learning", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "3148-3157", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120576"} @inproceedings{bb124494, AUTHOR = "Wei, P.F. and Leong, T.Y.", TITLE = "Randomized Transferable Machine", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "8711-8718", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120577"} @inproceedings{bb124495, AUTHOR = "Marini, N. and Otalora, S. and Muller, H. and Atzori, M.", TITLE = "Semi-supervised Learning with a Teacher-Student Paradigm for Histopathology Classification: A Resource to Face Data Heterogeneity and Lack of Local Annotations", BOOKTITLE = AIDP20, YEAR = "2020", PAGES = "105-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120578"} @inproceedings{bb124496, AUTHOR = "Rahimi, A. and Shaban, A. and Ajanthan, T. and Hartley, R.I. and Boots, B.", TITLE = "Pairwise Similarity Knowledge Transfer for Weakly Supervised Object Localization", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXIV:395-412", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120579"} @inproceedings{bb124497, AUTHOR = "Sun, M. and Dou, H.X. and Yan, J.J.", TITLE = "Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIII:463-480", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120580"} @inproceedings{bb124498, AUTHOR = "Wang, W. and Zhai, W. and Cao, Y.", TITLE = "Deep Inhomogeneous Regularization For Transfer Learning", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "221-225", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120581"} @inproceedings{bb124499, AUTHOR = "Zhong, Y.Y. and Wang, J.F. and Peng, J. and Zhang, L.", TITLE = "Boosting Weakly Supervised Object Detection with Progressive Knowledge Transfer", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVI:615-631", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT120582"}