@article{bb154900,
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#TT150792"}
@article{bb154901,
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#TT150793"}
@article{bb154902,
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#TT150794"}
@article{bb154903,
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#TT150795"}
@article{bb154904,
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#TT150796"}
@article{bb154905,
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#TT150797"}
@article{bb154906,
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#TT150798"}
@article{bb154907,
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#TT150799"}
@article{bb154908,
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#TT150800"}
@article{bb154909,
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#TT150801"}
@article{bb154910,
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#TT150802"}
@article{bb154911,
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#TT150803"}
@article{bb154912,
AUTHOR = "Li, Z.Q. and Usman, M. and Tao, R.T. and Xia, P.F. and Wang, C.Y. and Chen, H.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#TT150804"}
@article{bb154913,
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#TT150805"}
@article{bb154914,
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#TT150806"}
@article{bb154915,
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#TT150807"}
@article{bb154916,
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#TT150808"}
@article{bb154917,
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#TT150809"}
@article{bb154918,
AUTHOR = "Bakhtiarnia, A. and Zhang, Q. and Iosifidis, A.",
TITLE = "Efficient High-Resolution Deep Learning: A Survey",
JOURNAL = Surveys,
VOLUME = "56",
YEAR = "2024",
NUMBER = "7",
MONTH = "April",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150810"}
@article{bb154919,
AUTHOR = "Akar, C.A. and Massih, R.A. and Yaghi, A. and Khalil, J. and Kamradt, M. and Makhoul, A.",
TITLE = "Generative Adversarial Network Applications in Industry 4.0: A Review",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "2195-2254",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150811"}
@article{bb154920,
AUTHOR = "Mettes, P.S. 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#TT150812"}
@article{bb154921,
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#TT150813"}
@article{bb154922,
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#TT150814"}
@article{bb154923,
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#TT150815"}
@article{bb154924,
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#TT150816"}
@article{bb154925,
AUTHOR = "Guarrasi, V. and Aksu, F. and Caruso, C.M. and di Feola, F. and Rofena, A. and Ruffini, F. and Soda, P.",
TITLE = "A systematic review of intermediate fusion in multimodal deep
learning for biomedical applications",
JOURNAL = IVC,
VOLUME = "158",
YEAR = "2025",
PAGES = "105509",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150817"}
@article{bb154926,
AUTHOR = "Benarba, N. and Bouchenak, S.",
TITLE = "Bias in Federated Learning: A Comprehensive Survey",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2025",
NUMBER = "11",
MONTH = "June",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150818"}
@article{bb154927,
AUTHOR = "Panda, M.P. and Tiezzi, M. and Vilas, M. and Roig, G. and Eskofier, B.M. and Zanca, D.",
TITLE = "FovEx: Human-Inspired Explanations for Vision Transformers and
Convolutional Neural Networks",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "7437-7459",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150819"}
@article{bb154928,
AUTHOR = "Zanca, D. and Eskofier, B.M. and Roig, G. and Vilas, M. and Tiezzi, M. and Panda, M.P.",
TITLE = "FovEx: Human-Inspired Explanations for Vision Transformers and
Convolutional Neural Networks",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "8664-8664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150819"}
@article{bb154929,
AUTHOR = "Hou, H.W. and Ding, S.F. and Cao, C.G. and Xu, X. and Guo, L. and Li, X.",
TITLE = "A comprehensive survey of image clustering based on deep learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112590",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150820"}
@article{bb154930,
AUTHOR = "Alharith, R. and Zhang, J.S. and Ibrahim, A.O. and Wu, Z.Y.",
TITLE = "Concept-Based Explanation for Deep Vision Models: A Comprehensive
Survey on Techniques, Taxonomy, Applications, and Recent Advances",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "36",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150821"}
@article{bb154931,
AUTHOR = "Ranjan, P. and Nandal, A. and Agarwal, S. and Kumar, R.",
TITLE = "A Dive into Generative Adversarial Networks in the World of
Hyperspectral Imaging: A Survey of the State of the Art",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "2",
PAGES = "196",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150822"}
@article{bb154932,
AUTHOR = "Zhu, J.X. and Chen, D. and Wang, H.",
TITLE = "Learning from positive and unlabeled data via kernel alignment
approach",
JOURNAL = PR,
VOLUME = "174",
YEAR = "2026",
PAGES = "112953",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern642.html#TT150823"}
@inproceedings{bb154933,
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#TT150824"}
@inproceedings{bb154934,
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#TT150825"}
@inproceedings{bb154935,
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#TT150826"}
@inproceedings{bb154936,
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#TT150827"}
@inproceedings{bb154937,
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#TT150828"}
@inproceedings{bb154938,
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#TT150829"}
@inproceedings{bb154939,
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#TT150830"}
@inproceedings{bb154940,
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#TT150831"}
@inproceedings{bb154941,
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#TT150832"}
@inproceedings{bb154942,
AUTHOR = "Inkawhich, M. and Inkawhich, N. and Davis, E. and Li, H. and Chen, Y.R.",
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#TT150833"}
@inproceedings{bb154943,
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#TT150834"}
@inproceedings{bb154944,
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#TT150835"}
@inproceedings{bb154945,
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#TT150836"}
@inproceedings{bb154946,
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#TT150837"}
@inproceedings{bb154947,
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#TT150838"}
@inproceedings{bb154948,
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#TT150839"}
@inproceedings{bb154949,
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#TT150840"}
@inproceedings{bb154950,
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#TT150841"}
@article{bb154951,
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#TT150842"}
@article{bb154952,
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#TT150843"}
@article{bb154953,
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#TT150844"}
@article{bb154954,
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#TT150845"}
@article{bb154955,
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#TT150845"}
@article{bb154956,
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#TT150846"}
@article{bb154957,
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#TT150847"}
@article{bb154958,
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#TT150848"}
@article{bb154959,
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#TT150849"}
@article{bb154960,
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#TT150850"}
@article{bb154961,
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#TT150851"}
@inproceedings{bb154962,
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#TT150852"}
@inproceedings{bb154963,
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#TT150853"}
@inproceedings{bb154964,
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#TT150854"}
@article{bb154965,
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#TT150855"}
@article{bb154966,
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#TT150856"}
@article{bb154967,
AUTHOR = "Yang, X.A. and Chen, J. and Li, Y.Q. and He, K. and Huang, X.J. and Jiang, Z.K. and Du, R.Y. and Bai, H.",
TITLE = "Efficient Single-Server Private Inference Outsourcing for
Convolutional Neural Networks",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "10586-10598",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150857"}
@article{bb154968,
AUTHOR = "Zhang, Q.S. and Zhang, H. and Chen, Y.T. and Ren, Q. and Ren, J. and Cheng, X. and Xiang, L.",
TITLE = "Interpretable Rotation-Equivariant Multiary-Valued Network for
Attribute Obfuscation",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11051-11064",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150858"}
@article{bb154969,
AUTHOR = "Li, Z. and Wu, N. and Jiang, Q. and Chen, Y.F. and Wang, Z. and Trung, N.H.",
TITLE = "Theoretically-Grounded Privacy-Preserving Deep Semantic Coding",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4319-4323",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150859"}
@article{bb154970,
AUTHOR = "Sepehri, Y.M. and Pad, P. and Frossard, P. and Dunbar, L.A.",
TITLE = "PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural
Networks",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "8803-8818",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150860"}
@article{bb154971,
AUTHOR = "Saeidian, S. and Yavuzyilmaz, A. and Grosse, L. and Schuppe, G. and Oechtering, T.J.",
TITLE = "A Tight Context-Aware Privacy Bound for Histogram Publication",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4169-4173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150861"}
@inproceedings{bb154972,
AUTHOR = "DeAlcala, D. and Morales, A. and Fierrez, J. and Mancera, G. and Tolosana, R.",
TITLE = "gMINT: Gradiant-based Membership Inference Test Applied to Image
Models",
BOOKTITLE = XAI4CV25,
YEAR = "2025",
PAGES = "2772-2781",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150862"}
@inproceedings{bb154973,
AUTHOR = "Wu, Z.D. and Li, H. and Zhang, L. and Li, J.J.",
TITLE = "Secret Point Recognition Algorithm via Test-Time Augmentation Based
on Large Language Models",
BOOKTITLE = ICIVC25,
YEAR = "2025",
PAGES = "122-127",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150863"}
@inproceedings{bb154974,
AUTHOR = "Runkel, C. and Gandikota, K.V. and Geiping, J. and Schonlieb, C.B. and Moeller, M.",
TITLE = "Training Data Reconstruction: Privacy Due to Uncertainty?",
BOOKTITLE = WiCV25,
YEAR = "2025",
PAGES = "3502-3510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern643pr2.html#TT150864"}
@inproceedings{bb154975,
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#TT150865"}
@inproceedings{bb154976,
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#TT150866"}
@inproceedings{bb154977,
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#TT150867"}
@inproceedings{bb154978,
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#TT150868"}
@inproceedings{bb154979,
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#TT150869"}
@inproceedings{bb154980,
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#TT150870"}
@inproceedings{bb154981,
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#TT150871"}
@inproceedings{bb154982,
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#TT150872"}
@inproceedings{bb154983,
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#TT150873"}
@inproceedings{bb154984,
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#TT150874"}
@inproceedings{bb154985,
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#TT150875"}
@inproceedings{bb154986,
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#TT150876"}
@inproceedings{bb154987,
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#TT150877"}
@article{bb154988,
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#TT150878"}
@article{bb154989,
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#TT150879"}
@article{bb154990,
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#TT150880"}
@article{bb154991,
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#TT150881"}
@article{bb154992,
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#TT150882"}
@article{bb154993,
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#TT150883"}
@article{bb154994,
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#TT150884"}
@inproceedings{bb154995,
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#TT150885"}
@article{bb154996,
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#TT150886"}
@article{bb154997,
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#TT150887"}
@article{bb154998,
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#TT150888"}
@article{bb154999,
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#TT150889"}
Last update:Feb 26, 2026 at 10:58:24