@article{bb147200, AUTHOR = "Mettes, P. and Atigh, M.G. and Keller Ressel, M. and Gu, J. and Yeung, S.", TITLE = "Hyperbolic Deep Learning in Computer Vision: A Survey", JOURNAL = IJCV, VOLUME = "132", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "3484-3508", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143151"} @article{bb147201, AUTHOR = "Warner, E. and Lee, J. and Hsu, W. and Syeda Mahmood, T. and Kahn, C.E. and Gevaert, O. and Rao, A.", TITLE = "Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects", JOURNAL = IJCV, VOLUME = "132", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "3753-3769", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143152"} @article{bb147202, AUTHOR = "Diana, L. and Dini, P.", TITLE = "Review on Hardware Devices and Software Techniques Enabling Neural Network Inference Onboard Satellites", JOURNAL = RS, VOLUME = "16", YEAR = "2024", NUMBER = "21", PAGES = "3957", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143153"} @article{bb147203, AUTHOR = "Son, J. and Lee, S. and Kim, G.", TITLE = "When Meta-Learning Meets Online and Continual Learning: A Survey", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "1", MONTH = "January", PAGES = "413-432", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143154"} @article{bb147204, AUTHOR = "Zhou, S. and Xu, H.J. and Zheng, Z. and Chen, J.W. and Li, Z. and Bu, J.J. and Wu, J. and Wang, X. and Zhu, W.W. and Ester, M.", TITLE = "A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions", JOURNAL = Surveys, VOLUME = "57", YEAR = "2024", NUMBER = "3", MONTH = "November", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143155"} @inproceedings{bb147205, AUTHOR = "Malnick, S. and Avidan, S. and Fried, O.", TITLE = "Taming Normalizing Flows", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "4632-4642", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143156"} @inproceedings{bb147206, AUTHOR = "Ganesh, P.", TITLE = "An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification", BOOKTITLE = WACV24, YEAR = "2024", PAGES = "4476-4485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143157"} @inproceedings{bb147207, AUTHOR = "Pathak, A. and Arya, K.V. and Tiwari, V. and Bhende, M.", TITLE = "Unveiling Image Classifiers: An In-Depth Comparative Exploration of Machine Learning Algorithms", BOOKTITLE = ICCVMI23, YEAR = "2023", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143158"} @inproceedings{bb147208, AUTHOR = "Wang, Q.Y. and Powell, M.A. and Geisa, A. and Bridgeford, E. and Priebe, C.E. and Vogelstein, J.T.", TITLE = "Why do networks have inhibitory/negative connections?", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "22494-22502", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143159"} @inproceedings{bb147209, AUTHOR = "Hanspal, H. and Lomuscio, A.", TITLE = "Efficient Verification of Neural Networks Against LVM-Based Specifications", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3894-3903", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143160"} @inproceedings{bb147210, AUTHOR = "Matzinger, H. and Allgeier, A.", TITLE = "CNN Image Recognition is Mainly Based on Local Features", BOOKTITLE = ICRVC22, YEAR = "2022", PAGES = "90-95", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143161"} @inproceedings{bb147211, AUTHOR = "Alfarra, M. and Perez, J.C. and Fruhstuck, A. and Torr, P.H.S. and Wonka, P. and Ghanem, B.", TITLE = "On the Robustness of Quality Measures for GANs", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XVII:18-33", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143162"} @inproceedings{bb147212, AUTHOR = "Gavrikov, P. and Keuper, J.", TITLE = "CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "19044-19054", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143163"} @inproceedings{bb147213, AUTHOR = "Gavrikov, P. and Keuper, J.", TITLE = "Adversarial Robustness through the Lens of Convolutional Filters", BOOKTITLE = ArtOfRobust22, YEAR = "2022", PAGES = "138-146", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143164"} @inproceedings{bb147214, AUTHOR = "Inkawhich, M. and Inkawhich, N. and Davis, E. and Li, H. and Chen, Y.", TITLE = "The Untapped Potential of Off-the-Shelf Convolutional Neural Networks", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2907-2916", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143165"} @inproceedings{bb147215, AUTHOR = "Minskiy, D. and Bober, M.", TITLE = "Efficient Hybrid Network: Inducting Scattering Features", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2300-2306", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143166"} @inproceedings{bb147216, AUTHOR = "Minskiy, D. and Bober, M.", TITLE = "Scattering-Based Hybrid Networks: An Evaluation and Design Guide", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "2793-2797", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143167"} @inproceedings{bb147217, AUTHOR = "Zhou, H.Y. and Lu, C.X. and Yang, S. and Yu, Y.Z.", TITLE = "ConvNets vs. Transformers: Whose Visual Representations are More Transferable?", BOOKTITLE = DeepMTL21, YEAR = "2021", PAGES = "2230-2238", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143168"} @inproceedings{bb147218, AUTHOR = "Wang, X.H. and Eliott, F.M. and Ainooson, J. and Palmer, J.H. and Kunda, M.", TITLE = "An Object is Worth Six Thousand Pictures: The Egocentric, Manual, Multi-image (EMMI) Dataset", BOOKTITLE = Egocentric17, YEAR = "2017", PAGES = "2364-2372", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143169"} @inproceedings{bb147219, AUTHOR = "Bala, J.W. and Michalski, R.S. and Wnek, J.", TITLE = "The Prax Approach to Learning a Large Number of Texture Concepts", BOOKTITLE = AAAI-MLCV93, YEAR = "1993", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143170"} @inproceedings{bb147220, AUTHOR = "Bala, J.W. and Michalski, R.S. and Pachowicz, P.W.", TITLE = "Progress on Vision through Learning at George Mason University", BOOKTITLE = ARPA94, YEAR = "1994", PAGES = "I:191-207", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143171"} @inproceedings{bb147221, AUTHOR = "Michalski, R.S. and Rosenfeld, A. and Aloimonos, Y. and Duric, Z. and Maloof, M.A. and Zhang, Q.", TITLE = "Progress on Vision Through Learning", BOOKTITLE = ARPA96, YEAR = "1996", PAGES = "177-188", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143172"} @inproceedings{bb147222, AUTHOR = "Bhanu, B. and Bowyer, K.W. and Hall, L.O. and Langley, P.", TITLE = "Report of the AAAI Fall Symposium on Machine Learning and Computer Vision: What, Why and How?", BOOKTITLE = ARPA94, YEAR = "1994", PAGES = "I:727-731", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT143173"} @article{bb147223, AUTHOR = "Manju, S. and Punithavalli, M.", TITLE = "Neural network-based ideation learning for intelligent agents: e-brainstorming with privacy preferences", JOURNAL = IJCVR, VOLUME = "5", YEAR = "2015", NUMBER = "3", PAGES = "231-253", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT143174"} @article{bb147224, AUTHOR = "Oneto, L. and Ridella, S. and Anguita, D.", TITLE = "Differential privacy and generalization: Sharper bounds with applications", JOURNAL = PRL, VOLUME = "89", YEAR = "2017", NUMBER = "1", PAGES = "31-38", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT143175"} @article{bb147225, AUTHOR = "Gonzalez Serrano, F.J. and Navia Vazquez, A. and Amor Martin, A.", TITLE = "Training Support Vector Machines with privacy-protected data", JOURNAL = PR, VOLUME = "72", YEAR = "2017", NUMBER = "1", PAGES = "93-107", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT143176"} @article{bb147226, AUTHOR = "Yang, J.J. and Wu, J.Z. and Wang, X.J.", TITLE = "Special Issue Retraction: Convolutional neural network based on differential privacy in exponential attenuation mode for image classification", JOURNAL = IET-IPR, VOLUME = "17", YEAR = "2023", NUMBER = "1", MONTH = "January", PAGES = "301", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT143177"} @article{bb147227, AUTHOR = "Wang, X.J. and Wu, J.Z. and Yang, J.J.", TITLE = "Special Issue Retraction: Convolutional neural network based on differential privacy in exponential attenuation mode for image classification", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "15", MONTH = "December", PAGES = "3676-3681", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT143177"} @article{bb147228, 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#TT143178"} @article{bb147229, 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#TT143179"} @article{bb147230, 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#TT143180"} @article{bb147231, 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#TT143181"} @article{bb147232, 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#TT143182"} @inproceedings{bb147233, 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#TT143183"} @inproceedings{bb147234, 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#TT143184"} @inproceedings{bb147235, 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#TT143185"} @article{bb147236, 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#TT143186"} @article{bb147237, 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#TT143187"} @inproceedings{bb147238, 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#TT143188"} @inproceedings{bb147239, 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#TT143189"} @inproceedings{bb147240, 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#TT143190"} @inproceedings{bb147241, 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#TT143191"} @inproceedings{bb147242, 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#TT143192"} @inproceedings{bb147243, 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#TT143193"} @inproceedings{bb147244, 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#TT143194"} @inproceedings{bb147245, 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#TT143195"} @inproceedings{bb147246, 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#TT143196"} @inproceedings{bb147247, 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#TT143197"} @inproceedings{bb147248, 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#TT143198"} @inproceedings{bb147249, 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#TT143199"} @article{bb147250, 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#TT143200"} @article{bb147251, 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#TT143201"} @article{bb147252, 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#TT143202"} @article{bb147253, 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#TT143203"} @article{bb147254, 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#TT143204"} @article{bb147255, 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#TT143205"} @article{bb147256, 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#TT143206"} @inproceedings{bb147257, 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#TT143207"} @article{bb147258, 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#TT143208"} @article{bb147259, 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#TT143209"} @article{bb147260, 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#TT143210"} @article{bb147261, 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#TT143211"} @article{bb147262, 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#TT143212"} @article{bb147263, 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#TT143213"} @article{bb147264, 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#TT143214"} @article{bb147265, 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#TT143215"} @article{bb147266, 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#TT143216"} @article{bb147267, 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#TT143217"} @article{bb147268, 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#TT143218"} @article{bb147269, 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#TT143219"} @article{bb147270, 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#TT143220"} @article{bb147271, 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#TT143221"} @article{bb147272, 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#TT143222"} @article{bb147273, AUTHOR = "Jiang, S.Q. and Zhu, Y. 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#TT143223"} @article{bb147274, 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#TT143224"} @article{bb147275, 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#TT143225"} @article{bb147276, 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#TT143226"} @article{bb147277, 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#TT143227"} @article{bb147278, 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#TT143228"} @article{bb147279, 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#TT143229"} @article{bb147280, 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#TT143230"} @article{bb147281, 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#TT143231"} @article{bb147282, 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#TT143232"} @article{bb147283, 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#TT143233"} @inproceedings{bb147284, 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#TT143234"} @inproceedings{bb147285, 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#TT143235"} @article{bb147286, 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#TT143236"} @article{bb147287, 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#TT143237"} @article{bb147288, 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#TT143238"} @article{bb147289, 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#TT143239"} @article{bb147290, 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#TT143240"} @article{bb147291, 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#TT143241"} @article{bb147292, 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#TT143242"} @article{bb147293, 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#TT143243"} @article{bb147294, 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#TT143244"} @article{bb147295, 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#TT143245"} @article{bb147296, 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#TT143246"} @article{bb147297, 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#TT143247"} @article{bb147298, 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#TT143248"} @inproceedings{bb147299, 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#TT143249"}