@article{bb138300,
AUTHOR = "Arulkumaran, K. and Deisenroth, M.P. and Brundage, M. and Bharath, A.A.",
TITLE = "Deep Reinforcement Learning: A Brief Survey",
JOURNAL = SPMag,
VOLUME = "34",
YEAR = "2017",
NUMBER = "6",
MONTH = "November",
PAGES = "26-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134319"}
@article{bb138301,
AUTHOR = "Fawzi, A. and Moosavi Dezfooli, S.M. and Frossard, P.",
TITLE = "The Robustness of Deep Networks: A Geometrical Perspective",
JOURNAL = SPMag,
VOLUME = "34",
YEAR = "2017",
NUMBER = "6",
MONTH = "November",
PAGES = "50-62",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134320"}
@article{bb138302,
AUTHOR = "Darrell, T.J. and Lampert, C.H. and Sebe, N. and Wu, Y. and Yan, Y.",
TITLE = "Guest Editors' Introduction to the Special Section on Learning with
Shared Information for Computer Vision and Multimedia Analysis",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "5",
MONTH = "May",
PAGES = "1029-1031",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134321"}
@article{bb138303,
AUTHOR = "Nagy, G.",
TITLE = "Document analysis systems that improve with use",
JOURNAL = IJDAR,
VOLUME = "23",
YEAR = "2020",
NUMBER = "1",
MONTH = "January",
PAGES = "13-29",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134322"}
@inproceedings{bb138304,
AUTHOR = "Nagy, G.",
TITLE = "Estimation, Learning, and Adaptation: Systems That Improve with Use",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134323"}
@inproceedings{bb138305,
AUTHOR = "Nagy, G.",
TITLE = "Persistent Issues in Learning and Estimation",
BOOKTITLE = ICPR98,
YEAR = "1998",
PAGES = "Vol I: 561-564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134324"}
@article{bb138306,
AUTHOR = "Qin, H.T. and Gong, R.H. and Liu, X.L. and Bai, X. and Song, J.K. and Sebe, N.",
TITLE = "Binary neural networks: A survey",
JOURNAL = PR,
VOLUME = "105",
YEAR = "2020",
PAGES = "107281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134325"}
@article{bb138307,
AUTHOR = "Serban, A. and Poll, E. and Visser, J.",
TITLE = "Adversarial Examples on Object Recognition: A Comprehensive Survey",
JOURNAL = Surveys,
VOLUME = "53",
YEAR = "2020",
NUMBER = "3",
MONTH = "June",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134326"}
@article{bb138308,
AUTHOR = "Goodfellow, I. and Pouget Abadie, J. and Mirza, M. and Xu, B. and Warde Farley, D. and Ozair, S. and Courville, A. and Bengio, Y.",
TITLE = "Generative Adversarial Networks",
JOURNAL = CACM,
VOLUME = "63",
YEAR = "2020",
NUMBER = "11",
MONTH = "November",
PAGES = "139-144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134327"}
@article{bb138309,
AUTHOR = "Wang, Z.W. and She, Q. and Ward, T.E.",
TITLE = "Generative Adversarial Networks in Computer Vision:
A Survey and Taxonomy",
JOURNAL = Surveys,
VOLUME = "54",
YEAR = "2021",
NUMBER = "2",
MONTH = "February",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134328"}
@article{bb138310,
AUTHOR = "Das, R. and Sen, S. and Maulik, U.",
TITLE = "A Survey on Fuzzy Deep Neural Networks",
JOURNAL = Surveys,
VOLUME = "53",
YEAR = "2020",
NUMBER = "3",
MONTH = "May",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134329"}
@article{bb138311,
AUTHOR = "Wang, H. and Yeung, D.Y.",
TITLE = "A Survey on Bayesian Deep Learning",
JOURNAL = Surveys,
VOLUME = "53",
YEAR = "2020",
NUMBER = "5",
MONTH = "September",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134330"}
@article{bb138312,
AUTHOR = "Samek, W. and Montavon, G. and Lapuschkin, S. and Anders, C.J. and Muller, K.R.",
TITLE = "Explaining Deep Neural Networks and Beyond:
A Review of Methods and Applications",
JOURNAL = PIEEE,
VOLUME = "109",
YEAR = "2021",
NUMBER = "3",
MONTH = "March",
PAGES = "247-278",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134331"}
@article{bb138313,
AUTHOR = "Saxena, D. and Cao, J.N.",
TITLE = "Generative Adversarial Networks (GANs):
Challenges, Solutions, and Future Directions",
JOURNAL = Surveys,
VOLUME = "54",
YEAR = "2021",
NUMBER = "3",
MONTH = "May",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134332"}
@article{bb138314,
AUTHOR = "Jabbar, A. and Li, X. and Omar, B.",
TITLE = "A Survey on Generative Adversarial Networks:
Variants, Applications, and Training",
JOURNAL = Surveys,
VOLUME = "54",
YEAR = "2021",
NUMBER = "8",
MONTH = "October",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134333"}
@article{bb138315,
AUTHOR = "Chen, L.Y. and Li, S.B. and Bai, Q. and Yang, J. and Jiang, S.L. and Miao, Y.M.",
TITLE = "Review of Image Classification Algorithms Based on Convolutional
Neural Networks",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134334"}
@article{bb138316,
AUTHOR = "Borji, A.",
TITLE = "Pros and cons of GAN evaluation measures: New developments",
JOURNAL = CVIU,
VOLUME = "215",
YEAR = "2022",
PAGES = "103329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134335"}
@article{bb138317,
AUTHOR = "Soviany, P. and Ionescu, R.T. and Rota, P. and Sebe, N.",
TITLE = "Curriculum Learning: A Survey",
JOURNAL = IJCV,
VOLUME = "130",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "1526-1565",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134336"}
@article{bb138318,
AUTHOR = "Sanchez Cauce, R. and Paris, I. and Diez, F.J.",
TITLE = "Sum-Product Networks: A Survey",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "3821-3839",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134337"}
@article{bb138319,
AUTHOR = "Mandal, M. and Vipparthi, S.K.",
TITLE = "An Empirical Review of Deep Learning Frameworks for Change Detection:
Model Design, Experimental Frameworks, Challenges and Research Needs",
JOURNAL = ITS,
VOLUME = "23",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "6101-6122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134338"}
@article{bb138320,
AUTHOR = "Wang, X. and Chen, Y.D. and Zhu, W.W.",
TITLE = "A Survey on Curriculum Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "4555-4576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134339"}
@article{bb138321,
AUTHOR = "Hospedales, T.M. and Antoniou, A. and Micaelli, P. and Storkey, A.",
TITLE = "Meta-Learning in Neural Networks: A Survey",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5149-5169",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134340"}
@article{bb138322,
AUTHOR = "Bond Taylor, S. and Leach, A. and Long, Y. and Willcocks, C.G.",
TITLE = "Deep Generative Modelling: A Comparative Review of VAEs, GANs,
Normalizing Flows, Energy-Based and Autoregressive Models",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "7327-7347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134341"}
@article{bb138323,
AUTHOR = "Liu, R.S. and Gao, J.X. and Zhang, J. and Meng, D.Y. and Lin, Z.C.",
TITLE = "Investigating Bi-Level Optimization for Learning and Vision from a
Unified Perspective: A Survey and Beyond",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "10045-10067",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134342"}
@article{bb138324,
AUTHOR = "Li, Z.Q. and Usman, M. and Tao, R. and Xia, P.F. and Wang, C. and Chen, H. and Li, B.",
TITLE = "A Systematic Survey of Regularization and Normalization in GANs",
JOURNAL = Surveys,
VOLUME = "55",
YEAR = "2023",
NUMBER = "11",
MONTH = "February",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134343"}
@article{bb138325,
AUTHOR = "Qayyum, A. and Ilahi, I. and Shamshad, F. and Boussaid, F. and Bennamoun, M. and Qadir, J.",
TITLE = "Untrained Neural Network Priors for Inverse Imaging Problems:
A Survey",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "6511-6536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134344"}
@article{bb138326,
AUTHOR = "Peng, S.Y. and Lu, J. and Cao, J.Z. and Peng, Q.M. and Yang, Z.J.",
TITLE = "Adaptive graph regularization method based on least square regression
for clustering",
JOURNAL = SP:IC,
VOLUME = "114",
YEAR = "2023",
PAGES = "116938",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134345"}
@article{bb138327,
AUTHOR = "Stankovic, L. and Mandic, D.",
TITLE = "Convolutional Neural Networks Demystified:
A Matched Filtering Perspective-Based Tutorial",
JOURNAL = SMCS,
VOLUME = "53",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "3614-3628",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134346"}
@article{bb138328,
AUTHOR = "Huang, Y. and Huang, C.Y. and Li, X.X. and Li, K.",
TITLE = "A Dataset Auditing Method for Collaboratively Trained Machine
Learning Models",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "2081-2090",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134347"}
@article{bb138329,
AUTHOR = "Obukhov, T. and Brovelli, M.A.",
TITLE = "Identifying Conditioning Factors and Predictors of Conflict
Likelihood for Machine Learning Models: A Literature Review",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "8",
PAGES = "322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT134348"}
@inproceedings{bb138330,
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#TT134349"}
@inproceedings{bb138331,
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#TT134350"}
@inproceedings{bb138332,
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#TT134351"}
@inproceedings{bb138333,
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#TT134352"}
@inproceedings{bb138334,
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#TT134353"}
@inproceedings{bb138335,
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#TT134354"}
@inproceedings{bb138336,
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#TT134355"}
@inproceedings{bb138337,
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#TT134356"}
@inproceedings{bb138338,
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#TT134357"}
@inproceedings{bb138339,
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#TT134358"}
@inproceedings{bb138340,
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#TT134359"}
@inproceedings{bb138341,
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#TT134360"}
@inproceedings{bb138342,
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#TT134361"}
@inproceedings{bb138343,
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#TT134362"}
@inproceedings{bb138344,
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#TT134363"}
@inproceedings{bb138345,
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#TT134364"}
@article{bb138346,
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#TT134365"}
@article{bb138347,
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#TT134366"}
@article{bb138348,
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#TT134367"}
@article{bb138349,
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#TT134368"}
@article{bb138350,
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#TT134368"}
@article{bb138351,
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#TT134369"}
@article{bb138352,
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#TT134370"}
@article{bb138353,
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#TT134371"}
@article{bb138354,
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#TT134372"}
@article{bb138355,
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#TT134373"}
@inproceedings{bb138356,
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#TT134374"}
@inproceedings{bb138357,
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#TT134375"}
@inproceedings{bb138358,
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#TT134376"}
@article{bb138359,
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#TT134377"}
@article{bb138360,
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#TT134378"}
@inproceedings{bb138361,
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#TT134379"}
@inproceedings{bb138362,
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#TT134380"}
@inproceedings{bb138363,
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#TT134381"}
@inproceedings{bb138364,
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#TT134382"}
@inproceedings{bb138365,
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#TT134383"}
@inproceedings{bb138366,
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#TT134384"}
@inproceedings{bb138367,
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#TT134385"}
@inproceedings{bb138368,
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#TT134386"}
@inproceedings{bb138369,
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#TT134387"}
@inproceedings{bb138370,
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#TT134388"}
@inproceedings{bb138371,
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#TT134389"}
@inproceedings{bb138372,
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#TT134390"}
@article{bb138373,
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#TT134391"}
@article{bb138374,
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#TT134392"}
@article{bb138375,
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#TT134393"}
@article{bb138376,
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#TT134394"}
@article{bb138377,
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#TT134395"}
@article{bb138378,
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#TT134396"}
@article{bb138379,
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#TT134397"}
@inproceedings{bb138380,
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#TT134398"}
@article{bb138381,
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#TT134399"}
@article{bb138382,
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#TT134400"}
@article{bb138383,
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#TT134401"}
@article{bb138384,
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#TT134402"}
@article{bb138385,
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#TT134403"}
@article{bb138386,
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#TT134404"}
@article{bb138387,
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#TT134405"}
@article{bb138388,
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#TT134406"}
@article{bb138389,
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#TT134407"}
@article{bb138390,
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#TT134408"}
@article{bb138391,
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#TT134409"}
@article{bb138392,
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#TT134410"}
@article{bb138393,
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#TT134411"}
@article{bb138394,
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#TT134412"}
@article{bb138395,
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#TT134413"}
@article{bb138396,
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#TT134414"}
@article{bb138397,
AUTHOR = "Cheng, J. and Hao, F. and He, F.X. and Liu, L. and Zhang, Q.",
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#TT134415"}
@article{bb138398,
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#TT134416"}
@article{bb138399,
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#TT134417"}
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