@article{bb149100, AUTHOR = "Kim, Y. and Cho, D. and Hong, S.", TITLE = "Towards Privacy-Preserving Domain Adaptation", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1675-1679", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145041"} @article{bb149101, AUTHOR = "Venkategowda, N.K.D. and Werner, S.", TITLE = "Privacy-Preserving Distributed Maximum Consensus", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1839-1843", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145042"} @article{bb149102, AUTHOR = "Dhuli, V.S. and Kouachi, S. and Werner, S.", TITLE = "Optimal Analysis of Consensus Algorithms for r-Nearest Ring Networks", JOURNAL = SPLetters, VOLUME = "32", YEAR = "2025", PAGES = "2494-2498", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145043"} @article{bb149103, AUTHOR = "Alkhelaiwi, M. and Boulila, W. and Ahmad, J. and Koubaa, A. and Driss, M.", TITLE = "An Efficient Approach Based on Privacy-Preserving Deep Learning for Satellite Image Classification", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145044"} @article{bb149104, AUTHOR = "Luo, Y. and Feng, G.R. and Zhang, X.P.", TITLE = "Hierarchical Authorization of Convolutional Neural Networks for Multi-User", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "1560-1564", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145045"} @article{bb149105, AUTHOR = "Yang, B.Y. and Yeh, H.W. and Harada, T. and Yuen, P.C.", TITLE = "Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "419-432", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145046"} @inproceedings{bb149106, AUTHOR = "Yeh, H.W. and Yang, B.Y. and Yuen, P.C. and Harada, T.", TITLE = "SoFA: Source-data-free Feature Alignment for Unsupervised Domain Adaptation", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "474-483", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145047"} @inproceedings{bb149107, AUTHOR = "Yeh, H.W. and Meng, Q. and Harada, T.", TITLE = "Misalignment-Free Relation Aggregation for Multi-Source-Free Domain Adaptation", BOOKTITLE = OutDistri23, YEAR = "2023", PAGES = "4315-4324", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145048"} @inproceedings{bb149108, AUTHOR = "Yeh, H.W. and Westfechtel, T. and Huang, J.B. and Harada, T.", TITLE = "Boosting Source-free Domain Adaptation via Confidence-based Subsets Feature Alignment", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2857-2863", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145049"} @article{bb149109, AUTHOR = "Biswas, C. and Ganguly, D. and Mukherjee, P.S. and Bhattacharya, U. and Hou, Y.F.", TITLE = "Privacy-aware supervised classification: An informative subspace based multi-objective approach", JOURNAL = PR, VOLUME = "122", YEAR = "2022", PAGES = "108301", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145050"} @article{bb149110, AUTHOR = "Bai, J.W. and Li, Y.M. and Li, J.W. and Yang, X. and Jiang, Y. and Xia, S.T.", TITLE = "Multinomial random forest", JOURNAL = PR, VOLUME = "122", YEAR = "2022", PAGES = "108331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145051"} @inproceedings{bb149111, AUTHOR = "Yao, Y.G. and Liu, J.C. and Gong, Y.F. and Liu, X.M. and Wang, Y.Z. and Lin, X. and Liu, S.", TITLE = "Can Adversarial Examples be Parsed to Reveal Victim Model Information?", BOOKTITLE = WACV25, YEAR = "2025", PAGES = "7049-7061", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145052"} @inproceedings{bb149112, AUTHOR = "Ni, X.Y. and Huttunen, H. and Rahtu, E.", TITLE = "On the Importance of Encrypting Deep Features", BOOKTITLE = HTCV21, YEAR = "2021", PAGES = "4125-4132", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145053"} @inproceedings{bb149113, AUTHOR = "Yin, H.X. and Mallya, A. and Vahdat, A. and Alvarez, J.M. and Kautz, J. and Molchanov, P.", TITLE = "See through Gradients: Image Batch Recovery via GradInversion", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "16332-16341", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145054"} @inproceedings{bb149114, AUTHOR = "Singh, A. and Chopra, A. and Garza, E. and Zhang, E. and Vepakomma, P. and Sharma, V. and Raskar, R.", TITLE = "DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networks", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "12120-12130", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145055"} @inproceedings{bb149115, AUTHOR = "Hanzlik, L. and Zhang, Y. and Grosse, K. and Salem, A. and Augustin, M. and Backes, M. and Fritz, M.", TITLE = "MLCapsule: Guarded Offline Deployment of Machine Learning as a Service", BOOKTITLE = TCV21, YEAR = "2021", PAGES = "3295-3304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145056"} @inproceedings{bb149116, AUTHOR = "Zhu, F. and Zhang, X.Y. and Wang, C. and Yin, F. and Liu, C.L.", TITLE = "Prototype Augmentation and Self-Supervision for Incremental Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "5867-5876", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145057"} @inproceedings{bb149117, AUTHOR = "Choi, Y. and El Khamy, M. and Lee, J.", TITLE = "Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay", BOOKTITLE = CLVision21, YEAR = "2021", PAGES = "3538-3547", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145058"} @inproceedings{bb149118, AUTHOR = "Reed, C.J. and Metzger, S. and Srinivas, A. and Darrell, T.J. and Keutzer, K.", TITLE = "SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "2673-2682", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145059"} @inproceedings{bb149119, AUTHOR = "Kurmi, V.K. and Subramanian, V.K. and Namboodiri, V.P.", TITLE = "Domain Impression: A Source Data Free Domain Adaptation Method", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "615-625", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145060"} @inproceedings{bb149120, AUTHOR = "Ahmed, S.M. and Raychaudhuri, D.S. and Paul, S. and Oymak, S. and Roy Chowdhury, A.K.", TITLE = "Unsupervised Multi-source Domain Adaptation Without Access to Source Data", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "10098-10107", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145061"} @inproceedings{bb149121, AUTHOR = "Kundu, J.N. and Venkat, N. and Revanur, A. and Rahul, M.V. and Babu, R.V.", TITLE = "Towards Inheritable Models for Open-Set Domain Adaptation", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "12373-12382", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145062"} @inproceedings{bb149122, AUTHOR = "Sarpatwar, K. and Ratha, N. and Nandakumar, K. and Shanmugam, K. and Rayfield, J.T. and Pankanti, S. and Vaculin, R.", TITLE = "Privacy Enhanced Decision Tree Inference", BOOKTITLE = TCV20, YEAR = "2020", PAGES = "154-159", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145063"} @inproceedings{bb149123, AUTHOR = "Wu, Z.Y. and Wang, Z.Y. and Wang, Z.W. and Jin, H.L.", TITLE = "Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XVI: 627-645", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT145064"} @article{bb149124, AUTHOR = "Zhang, P. and Bai, Y.P. and Wang, D. and Bai, B. and Li, Y.", TITLE = "Few-Shot Classification of Aerial Scene Images via Meta-Learning", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145065"} @article{bb149125, AUTHOR = "Deng, F.Q. and Zhong, J.M. and Li, N.N. and Fu, L.H. and Wang, D. and Lam, T.L.", TITLE = "Exploring Cross-Video Matching for Few-Shot Video Classification via Dual-Hierarchy Graph Neural Network Learning", JOURNAL = IVC, VOLUME = "139", YEAR = "2023", PAGES = "104822", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145066"} @article{bb149126, AUTHOR = "Xu, H. and Wang, J.X. and Li, H. and Ouyang, D.Q. and Shao, J.", TITLE = "Unsupervised meta-learning for few-shot learning", JOURNAL = PR, VOLUME = "116", YEAR = "2021", PAGES = "107951", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145067"} @article{bb149127, AUTHOR = "Zhang, B.Q. and Leung, K.C. and Li, X.T. and Ye, Y.M.", TITLE = "Learn to abstract via concept graph for weakly-supervised few-shot learning", JOURNAL = PR, VOLUME = "117", YEAR = "2021", PAGES = "107946", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145068"} @article{bb149128, AUTHOR = "Li, Y. and Shao, Z.F. and Huang, X. and Cai, B. and Peng, S.", TITLE = "Meta-FSEO: A Meta-Learning Fast Adaptation with Self-Supervised Embedding Optimization for Few-Shot Remote Sensing Scene Classification", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "14", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145069"} @article{bb149129, AUTHOR = "Li, H.F. and Cui, Z.Q. and Zhu, Z.Q. and Chen, L. and Zhu, J.W. and Huang, H.Z. and Tao, C.", TITLE = "RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing Scene Classification", JOURNAL = GeoRS, VOLUME = "59", YEAR = "2021", NUMBER = "8", MONTH = "August", PAGES = "6983-6994", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145070"} @article{bb149130, AUTHOR = "Doveh, S. and Schwartz, E. and Xue, C. and Feris, R.S. and Bronstein, A.M. and Giryes, R. and Karlinsky, L.", TITLE = "MetAdapt: Meta-learned task-adaptive architecture for few-shot classification", JOURNAL = PRL, VOLUME = "149", YEAR = "2021", PAGES = "130-136", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145071"} @inproceedings{bb149131, AUTHOR = "Chen, X.Y. and Wang, G.H.", TITLE = "Few-Shot Learning by Integrating Spatial and Frequency Representation", BOOKTITLE = CRV21, YEAR = "2021", PAGES = "49-56", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145072"} @article{bb149132, AUTHOR = "Singh, R. and Bharti, V. and Purohit, V. and Kumar, A. and Singh, A.K. and Singh, S.K.", TITLE = "MetaMed: Few-shot medical image classification using gradient-based meta-learning", JOURNAL = PR, VOLUME = "120", YEAR = "2021", PAGES = "108111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145073"} @article{bb149133, AUTHOR = "Li, X.Z. and Huang, J.Q. and Liu, Y.Y. and Zhou, Q. and Zheng, S. and Schiele, B. and Sun, Q.R.", TITLE = "Learning to teach and learn for semi-supervised few-shot image classification", JOURNAL = CVIU, VOLUME = "212", YEAR = "2021", PAGES = "103270", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145074"} @article{bb149134, AUTHOR = "Zimmer, L. and Lindauer, M. and Hutter, F.", TITLE = "Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "9", MONTH = "September", PAGES = "3079-3090", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145075"} @article{bb149135, AUTHOR = "Hu, Z.P. and Li, Z.J. and Wang, X.Y. and Zheng, S.", TITLE = "Unsupervised descriptor selection based meta-learning networks for few-shot classification", JOURNAL = PR, VOLUME = "122", YEAR = "2022", PAGES = "108304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145076"} @article{bb149136, AUTHOR = "Cui, Y.W. and Liao, Q. and Hu, D. and An, W. and Liu, L.", TITLE = "Coarse-to-fine pseudo supervision guided meta-task optimization for few-shot object classification", JOURNAL = PR, VOLUME = "122", YEAR = "2022", PAGES = "108296", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145077"} @article{bb149137, AUTHOR = "Ji, Z. and Hou, Z.S. and Liu, X. and Pang, Y.W. and Han, J.G.", TITLE = "Information Symmetry Matters: A Modal-Alternating Propagation Network for Few-Shot Learning", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "1520-1531", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145078"} @article{bb149138, AUTHOR = "Li, F. and Li, S.B. and Fan, X.X. and Li, X. and Chang, H.X.", TITLE = "Structural Attention Enhanced Continual Meta-Learning for Graph Edge Labeling Based Few-Shot Remote Sensing Scene Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145079"} @article{bb149139, AUTHOR = "Zhou, F. and Zhang, L. and Wei, W.", TITLE = "Meta-Generating Deep Attentive Metric for Few-Shot Classification", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "6863-6873", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145080"} @article{bb149140, AUTHOR = "Guo, T. and Liang, J.Q. and Liang, J. and Xie, G.S.", TITLE = "Cross-modal propagation network for generalized zero-shot learning", JOURNAL = PRL, VOLUME = "159", YEAR = "2022", PAGES = "125-131", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145081"} @article{bb149141, AUTHOR = "Zhang, J. and Song, J.K. and Gao, L. and Liu, Y. and Shen, H.T.", TITLE = "Progressive Meta-Learning With Curriculum", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "9", MONTH = "September", PAGES = "5916-5930", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145082"} @article{bb149142, AUTHOR = "Hu, Z. and Li, W. and Gan, Z.X. and Guo, W. and Zhu, J. and Wen, J.Z.Q. and Zhou, D.", TITLE = "Learning From Visual Demonstrations via Replayed Task-Contrastive Model-Agnostic Meta-Learning", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "8756-8767", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145083"} @article{bb149143, AUTHOR = "Bing, Z.S. and Lerch, D. and Huang, K. and Knoll, A.", TITLE = "Meta-Reinforcement Learning in Non-Stationary and Dynamic Environments", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "3", MONTH = "March", PAGES = "3476-3491", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145084"} @article{bb149144, AUTHOR = "Bing, Z.S. and Yun, Y.Q. and Huang, K. and Knoll, A.", TITLE = "Context-Based Meta-Reinforcement Learning With Bayesian Nonparametric Models", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "10", MONTH = "October", PAGES = "6948-6965", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145085"} @article{bb149145, AUTHOR = "Martins, V.E. and Cano, A. and Barbon Junior, S.", TITLE = "Meta-learning for dynamic tuning of active learning on stream classification", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109359", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145086"} @article{bb149146, AUTHOR = "Li, Y. and Liu, Z. and Yao, L. and Chang, X.J.", TITLE = "Attribute-Modulated Generative Meta Learning for Zero-Shot Learning", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "1600-1610", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145087"} @article{bb149147, AUTHOR = "Jiang, S.Q. and Zhu, Y.H. and Liu, C.L. and Song, X.H. and Li, X.Y. and Min, W.Q.", TITLE = "Dataset Bias in Few-Shot Image Recognition", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "229-246", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145088"} @article{bb149148, AUTHOR = "Zhang, L. and Zhou, F. and Wei, W. and Zhang, Y.N.", TITLE = "Meta-Hallucinating Prototype for Few-Shot Learning Promotion", JOURNAL = PR, VOLUME = "136", YEAR = "2023", PAGES = "109235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145089"} @article{bb149149, AUTHOR = "Cheng, J. and Hao, F.S. and He, F.X. and Liu, L. and Zhang, Q.S.", TITLE = "Mixer-Based Semantic Spread for Few-Shot Learning", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "191-202", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145090"} @article{bb149150, AUTHOR = "Ye, H.J. and Han, L. and Zhan, D.C.", TITLE = "Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "3", MONTH = "March", PAGES = "3721-3737", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145091"} @article{bb149151, AUTHOR = "Tabealhojeh, H. and Adibi, P. and Karshenas, H. and Roy, S.K. and Harandi, M.", TITLE = "RMAML: Riemannian meta-learning with orthogonality constraints", JOURNAL = PR, VOLUME = "140", YEAR = "2023", PAGES = "109563", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145092"} @article{bb149152, AUTHOR = "Zhao, Y.Q. and Cheung, N.M.", TITLE = "FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "2252-2266", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145093"} @article{bb149153, AUTHOR = "Zhang, B.Q. and Jiang, H. and Li, X. and Feng, S.S. and Ye, Y.M. and Luo, C. and Ye, R.", TITLE = "MetaDT: Meta Decision Tree With Class Hierarchy for Interpretable Few-Shot Learning", JOURNAL = CirSysVideo, VOLUME = "33", YEAR = "2023", NUMBER = "6", MONTH = "June", PAGES = "2826-2838", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145094"} @article{bb149154, AUTHOR = "Peng, D. and Pan, S.J.L.", TITLE = "Clustered Task-Aware Meta-Learning by Learning from Learning Paths", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "8", MONTH = "August", PAGES = "9426-9438", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145095"} @article{bb149155, AUTHOR = "Gao, Z. and Wu, Y.W. and Harandi, M. and Jia, Y.D.", TITLE = "Curvature-Adaptive Meta-Learning for Fast Adaptation to Manifold Data", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "1545-1562", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145096"} @article{bb149156, AUTHOR = "Nguyen, C. and Do, T.T. and Carneiro, G.", TITLE = "PAC-Bayes Meta-Learning With Implicit Task-Specific Posteriors", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "841-851", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145097"} @article{bb149157, AUTHOR = "Baik, S. and Choi, M. and Choi, J. and Kim, H. and Lee, K.M.", TITLE = "Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "3", MONTH = "March", PAGES = "1441-1454", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145098"} @inproceedings{bb149158, AUTHOR = "Oh, J. and Baik, S. and Lee, K.M.", TITLE = "Closer: Towards Better Representation Learning for Few-shot Class-incremental Learning", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XLIX: 18-35", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145099"} @inproceedings{bb149159, AUTHOR = "Baik, S. and Choi, J. and Kim, H. and Cho, D. and Min, J. and Lee, K.M.", TITLE = "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9445-9454", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145100"} @article{bb149160, AUTHOR = "Wang, R.H. and Falk, J.I.T. and Pontil, M. and Ciliberto, C.", TITLE = "Robust Meta-Representation Learning via Global Label Inference and Classification", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "4", MONTH = "April", PAGES = "1996-2010", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145101"} @article{bb149161, AUTHOR = "Wang, C.K. and Zheng, W.Z. and Zhu, Z. and Zhou, J. and Lu, J.W.", TITLE = "Introspective Deep Metric Learning", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "4", MONTH = "April", PAGES = "1964-1980", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145102"} @article{bb149162, AUTHOR = "Yan, X.G. and Shao, F. and Chen, H.W. and Jiang, Q.P.", TITLE = "Hybrid CNN-transformer based meta-learning approach for personalized image aesthetics assessment", JOURNAL = JVCIR, VOLUME = "98", YEAR = "2024", PAGES = "104044", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145103"} @article{bb149163, AUTHOR = "Zhang, W. and Wang, X.S. and Wang, H.Y. and Cheng, Y.", TITLE = "Causal Meta-Reinforcement Learning for Multimodal Remote Sensing Data Classification", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "6", PAGES = "1055", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145104"} @article{bb149164, AUTHOR = "Wang, Y. and Huang, C.Q. and Li, M. and Huang, Q. and Wu, X.M. and Wu, J.", TITLE = "AG-Meta: Adaptive graph meta-learning via representation consistency over local subgraphs", JOURNAL = PR, VOLUME = "151", YEAR = "2024", PAGES = "110387", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145105"} @article{bb149165, AUTHOR = "Vettoruzzo, A. and Bouguelia, M.R. and Vanschoren, J. and Rognvaldsson, T. and Santosh, K.", TITLE = "Advances and Challenges in Meta-Learning: A Technical Review", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "7", MONTH = "July", PAGES = "4763-4779", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145106"} @article{bb149166, AUTHOR = "Liu, R.S. and Gao, J.X. and Liu, X. and Fan, X.", TITLE = "Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "7", MONTH = "July", PAGES = "5026-5043", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145107"} @article{bb149167, AUTHOR = "Zhu, Y.H. and Liu, Y.N. and Wang, C.P. and Wang, S.M. and Lu, M.Y.", TITLE = "Intermediate Domain-Based Meta Learning Framework for Adaptive Object Detection", JOURNAL = CirSysVideo, VOLUME = "34", YEAR = "2024", NUMBER = "7", MONTH = "July", PAGES = "5255-5265", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145108"} @article{bb149168, AUTHOR = "Xia, Y.W. and Zhang, M.Q. and Liu, Q. and Wang, L. and Wu, S. and Zhang, X.Y. and Wang, L.", TITLE = "MetaTKG++: Learning evolving factor enhanced meta-knowledge for temporal knowledge graph reasoning", JOURNAL = PR, VOLUME = "155", YEAR = "2024", PAGES = "110629", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145109"} @article{bb149169, AUTHOR = "Nguyen, M.H. and Hosoya, L.S.S. and Guyon, I.", TITLE = "Meta-learning from learning curves for budget-limited algorithm selection", JOURNAL = PRL, VOLUME = "185", YEAR = "2024", PAGES = "225-231", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145110"} @article{bb149170, AUTHOR = "Sinha, I.K. and Verma, S. and Singh, K.P.", TITLE = "FAM: Adaptive federated meta-learning for MRI data", JOURNAL = PRL, VOLUME = "186", YEAR = "2024", PAGES = "205-212", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145111"} @article{bb149171, AUTHOR = "Wang, J.Y. and Qiang, W.W. and Su, X.Z. and Zheng, C.W. and Sun, F.C. and Xiong, H.", TITLE = "Towards Task Sampler Learning for Meta-Learning", JOURNAL = IJCV, VOLUME = "132", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "5534-5564", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145112"} @article{bb149172, AUTHOR = "Voon, W. and Hum, Y.C. and Tee, Y.K. and Yap, W.S. and Lai, K.W. and Nisar, H. and Mokayed, H.", TITLE = "Trapezoidal Step Scheduler for Model-Agnostic Meta-Learning in Medical Imaging", JOURNAL = PR, VOLUME = "161", YEAR = "2025", PAGES = "111316", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145113"} @inproceedings{bb149173, AUTHOR = "Bae, W. and Wang, J. and Sutherland, D.J.", TITLE = "Exploring Active Learning in Meta-learning: Enhancing Context Set Labeling", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "LXXXIX: 279-296", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145114"} @inproceedings{bb149174, AUTHOR = "Sun, G.X. and Dabral, R. and Fua, P. and Theobalt, C. and Habermann, M.", TITLE = "Metacap: Meta-learning Priors from Multi-view Imagery for Sparse-view Human Performance Capture and Rendering", BOOKTITLE = ECCV24, YEAR = "2024", PAGES = "XLVI: 341-361", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145115"} @inproceedings{bb149175, AUTHOR = "Sun, Y.P. and Chen, J. and Zhang, S. and Zhang, X.Y. and Chen, Q. and Zhang, G. and Ding, E. and Wang, J.D. and Li, Z.C.", TITLE = "VRP-SAM: SAM with Visual Reference Prompt", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "23565-23574", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145116"} @inproceedings{bb149176, AUTHOR = "Long, L. and Wang, H. and Jiang, Z.J. and Feng, L. and Yao, C. and Chen, G. and Zhao, J.", TITLE = "Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "23138-23147", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145117"} @inproceedings{bb149177, AUTHOR = "Zhan, D.L. and Anderson, J.", TITLE = "Data-Efficient and Robust Task Selection for Meta-Learning", BOOKTITLE = ECV24, YEAR = "2024", PAGES = "8056-8065", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145118"} @inproceedings{bb149178, AUTHOR = "Jain, N. and Suggala, A.S. and Shenoy, P.", TITLE = "Improving Generalization via Meta-Learning on Hard Samples", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "27590-27599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145119"} @inproceedings{bb149179, AUTHOR = "Park, J. and Ko, J. and Kim, H.W.J.", TITLE = "Prompt Learning via Meta-Regularization", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "26930-26940", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145120"} @inproceedings{bb149180, AUTHOR = "Wei, Y.X. and Hu, Z.X. and Wang, Z. and Shen, L. and Yuan, C. and Tao, D.C.", TITLE = "Free: Faster and Better Data-Free Meta-Learning", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "23273-23282", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145121"} @inproceedings{bb149181, AUTHOR = "Zhou, Y. and Li, X.H. and Liu, F.Z. and Wei, Q.Y. and Chen, X. and Yu, L.Q. and Xie, C. and Lungren, M.P. and Xing, L.", TITLE = "L2B: Learning to Bootstrap Robust Models for Combating Label Noise", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "23523-23533", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145122"} @inproceedings{bb149182, AUTHOR = "Chen, J.J. and Yan, J.B. and Fang, Y.M. and Niu, L.", TITLE = "Meta-Point Learning and Refining for Category-Agnostic Pose Estimation", BOOKTITLE = CVPR24, YEAR = "2024", PAGES = "23534-23543", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145123"} @inproceedings{bb149183, AUTHOR = "Cetin, E. and Carta, A. and Celiktutan, O.", TITLE = "A Simple Recipe to Meta-Learn Forward and Backward Transfer", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18686-18696", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145124"} @inproceedings{bb149184, AUTHOR = "Wang, L.Z. and Zhou, S. and Zhang, S.H. and Chu, X. and Chang, H. and Zhu, W.W.", TITLE = "Improving Generalization of Meta-Learning with Inverted Regularization at Inner-Level", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "7826-7835", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145125"} @inproceedings{bb149185, AUTHOR = "Hu, Z.X. and Shen, L. and Wang, Z. and Liu, T.L. and Yuan, C. and Tao, D.C.", TITLE = "Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "7736-7745", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145126"} @inproceedings{bb149186, AUTHOR = "Subramanyam, R. and Heimann, M. and Jayram, T.S. and Anirudh, R. and Thiagarajan, J.J.", TITLE = "Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2478-2486", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145127"} @inproceedings{bb149187, AUTHOR = "Qin, X.R. and Song, X.H. and Jiang, S.Q.", TITLE = "Bi-Level Meta-Learning for Few-Shot Domain Generalization", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "15900-15910", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145128"} @inproceedings{bb149188, AUTHOR = "Kang, S. and Hwang, D. and Eo, M. and Kim, T. and Rhee, W.", TITLE = "Meta-Learning with a Geometry-Adaptive Preconditioner", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "16080-16090", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145129"} @inproceedings{bb149189, AUTHOR = "Ragonesi, R. and Morerio, P. and Murino, V.", TITLE = "Learning unbiased classifiers from biased data with meta-learning", BOOKTITLE = FaDE-TCV23, YEAR = "2023", PAGES = "1-9", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145130"} @inproceedings{bb149190, AUTHOR = "Simon, C. and Koniusz, P. and Harandi, M.", TITLE = "Meta-Learning for Multi-Label Few-Shot Classification", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "346-355", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145131"} @inproceedings{bb149191, AUTHOR = "Pan, X.H. and Li, F.", TITLE = "Class-wise Attention Reinforcement for Semi-supervised Meta-Learning", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "4479-4485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145132"} @inproceedings{bb149192, AUTHOR = "Domoguen, J.K.L. and Naval, P.C.", TITLE = "Dynamic Model-Agnostic Meta-Learning for Incremental Few-Shot Learning", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "4927-4933", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145133"} @inproceedings{bb149193, AUTHOR = "Volpi, R. and Larlus, D. and Rogez, G.", TITLE = "Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "4441-4451", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145134"} @inproceedings{bb149194, AUTHOR = "Cheng, Y.C. and Lin, C.S. and Yang, F.E. and Wang, Y.C.A.F.", TITLE = "Few-Shot Classification in Unseen Domains by Episodic Meta-Learning Across Visual Domains", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "434-438", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145135"} @inproceedings{bb149195, AUTHOR = "Chen, Y.B. and Liu, Z.A. and Xu, H.J. and Darrell, T.J. and Wang, X.L.", TITLE = "Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9042-9051", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145136"} @inproceedings{bb149196, AUTHOR = "Algan, G. and Ulusoy, I.", TITLE = "Meta Soft Label Generation for Noisy Labels", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7142-7148", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145137"} @inproceedings{bb149197, AUTHOR = "Kim, J. and Lee, J.Y. and Park, J. and Min, D.B. and Sohn, K.H.", TITLE = "Self-Balanced Learning for Domain Generalization", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "779-783", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145138"} @inproceedings{bb149198, AUTHOR = "Jamal, M.A. and Wang, L.Q. and Gong, B.Q.", TITLE = "A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "6557-6566", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145139"} @inproceedings{bb149199, AUTHOR = "Shu, Y. and Cao, Z.J. and Wang, C.Y. and Wang, J.M. and Long, M.S.", TITLE = "Open Domain Generalization with Domain-Augmented Meta-Learning", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "9619-9628", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643meta3.html#TT145140"}