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        TITLE = "Conditional Prototype Rectification Prompt Learning",
        JOURNAL = CirSysVideo,
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for Self-Supervised Visual Models",
        JOURNAL = CirSysVideo,
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        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "435-448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT138447"}

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        AUTHOR = "Zhan, Q.S. and Zeng, X.J. and Wang, Q.",
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        TITLE = "AST-Adapter: Parameter-Efficient Video-to-Video Transfer Learning
With Adaptive Spatiotemporal Information Bias",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
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        JOURNAL = CVIU,
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        AUTHOR = "Sun, H. and Xie, Z. and He, H.Y. and Li, M.",
        TITLE = "Mitigating Negative Transfer via Reducing Environmental Disagreement",
        JOURNAL = PAMI,
        VOLUME = "48",
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        NUMBER = "7",
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        PAGES = "8485-8502",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT138452"}

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        TITLE = "MMA++: Effective Multi-Modal Adaptation for Vision-Language Models",
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        TITLE = "MMA: Multi-Modal Adapter for Vision-Language Models",
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        YEAR = "2024",
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@article{bb142510,
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        TITLE = "Agreement-Disagreement Guided Knowledge Transfer for Cross-Scene
Hyperspectral Imaging",
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@article{bb142511,
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        TITLE = "Model aggregation-assisted transfer learning framework for
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        TITLE = "TM-Adapter: Temporal Merge Adapter for Efficient Global Temporal
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@inproceedings{bb142551,
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@inproceedings{bb142553,
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@inproceedings{bb142554,
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@inproceedings{bb142555,
        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
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@inproceedings{bb142556,
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        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#TT138503"}

@inproceedings{bb142558,
        AUTHOR = "Qing, Z.W. and Zhang, S.W. and Huang, Z.Y. and Zhang, Y.Y. and Gao, C.X. and Zhao, D.L. and Sang, N.",
        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#TT138504"}

@inproceedings{bb142559,
        AUTHOR = "Deng, A.D. and Li, X.J. and Hu, D. and Wang, T.Y. and Xiong, H.Y. 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#TT138505"}

@inproceedings{bb142560,
        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#TT138506"}

@inproceedings{bb142561,
        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#TT138507"}

@inproceedings{bb142562,
        AUTHOR = "Tu, C.H. and Mai, Z.D. 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#TT138508"}

@inproceedings{bb142563,
        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#TT138509"}

@inproceedings{bb142564,
        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#TT138510"}

@inproceedings{bb142565,
        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#TT138511"}

@inproceedings{bb142566,
        AUTHOR = "Zengeler, N. and Glasmachers, T. and Handmann, U.",
        TITLE = "Transfer Meta Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4471-4478",
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@inproceedings{bb142567,
        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#TT138513"}

@inproceedings{bb142568,
        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#TT138514"}

@inproceedings{bb142569,
        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#TT138515"}

@inproceedings{bb142570,
        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#TT138516"}

@inproceedings{bb142571,
        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#TT138517"}

@inproceedings{bb142572,
        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#TT138518"}

@inproceedings{bb142573,
        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#TT138519"}

@inproceedings{bb142574,
        AUTHOR = "Jiang, Z.Y. 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#TT138520"}

@inproceedings{bb142575,
        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#TT138521"}

@inproceedings{bb142576,
        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#TT138522"}

@inproceedings{bb142577,
        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#TT138523"}

@inproceedings{bb142578,
        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#TT138524"}

@inproceedings{bb142579,
        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#TT138525"}

@inproceedings{bb142580,
        AUTHOR = "Yang, M. and Zhu, Y.H. and Yu, J.P. and Wu, A. and Deng, C.",
        TITLE = "Divide and Conquer: Compositional Experts for Generalized Novel Class
Discovery",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14248-14257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT138526"}

@article{bb142581,
        AUTHOR = "Sambugaro, Z. and Garau, N. and Bisagno, N. and Conci, N.",
        TITLE = "Agglomerator++: Interpretable part-whole hierarchies and latent space
representations in neural networks",
        JOURNAL = CVIU,
        VOLUME = "249",
        YEAR = "2024",
        PAGES = "104159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT138527"}

@inproceedings{bb142582,
        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#TT138528"}

@inproceedings{bb142583,
        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#TT138529"}

@inproceedings{bb142584,
        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#TT138530"}

@inproceedings{bb142585,
        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#TT138531"}

@inproceedings{bb142586,
        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#TT138532"}

@inproceedings{bb142587,
        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#TT138533"}

@inproceedings{bb142588,
        AUTHOR = "Vaze, S. and Hant, K. and Vedaldi, A. and Zisserman, A.",
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        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "7482-7491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605t1.html#TT138534"}

@inproceedings{bb142589,
        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",
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@inproceedings{bb142590,
        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
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        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9099-9108",
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@inproceedings{bb142591,
        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",
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@inproceedings{bb142592,
        AUTHOR = "Schontag, P. and Nakath, D. and Rohrl, S. and Koser, K.",
        TITLE = "Towards Cross Domain Transfer Learning for Underwater Correspondence
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        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "III:461-472",
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@inproceedings{bb142593,
        AUTHOR = "Xu, S.C. and Wang, L. and Wang, Y.X. and Zhu, Q.",
        TITLE = "Weak Adaptation Learning:
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        BOOKTITLE = ICCV21,
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@inproceedings{bb142594,
        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,
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@inproceedings{bb142595,
        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#TT138541"}

@inproceedings{bb142596,
        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",
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@inproceedings{bb142597,
        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",
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@inproceedings{bb142598,
        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#TT138544"}

@inproceedings{bb142599,
        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,
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