@inproceedings{bb126800,
        AUTHOR = "Zhao, B. and Wu, B. and Wu, T. and Wang, Y.",
        TITLE = "Zero-Shot Learning Posed as a Missing Data Problem",
        BOOKTITLE = TASKCV17,
        YEAR = "2017",
        PAGES = "2616-2622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122879"}

@inproceedings{bb126801,
        AUTHOR = "Demirel, B. and Cinbis, R.G. and Ikizler Cinbis, N.",
        TITLE = "Attributes2Classname:
A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1241-1250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122880"}

@inproceedings{bb126802,
        AUTHOR = "Xu, X. and Shen, F.M. and Yang, Y. and Zhang, D.X. and Shen, H.T. and Song, J.K.",
        TITLE = "Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot
Learning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2007-2016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122881"}

@inproceedings{bb126803,
        AUTHOR = "Morgado, P. and Vasconcelos, N.M.",
        TITLE = "Semantically Consistent Regularization for Zero-Shot Recognition",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "2037-2046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122882"}

@inproceedings{bb126804,
        AUTHOR = "Li, Y. and Wang, D. and Hu, H. and Lin, Y. and Zhuang, Y.",
        TITLE = "Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5207-5215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122883"}

@inproceedings{bb126805,
        AUTHOR = "Deutsch, S. and Kolouri, S. and Kim, K. and Owechko, Y. and Soatto, S.",
        TITLE = "Zero Shot Learning via Multi-scale Manifold Regularization",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5292-5299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122884"}

@inproceedings{bb126806,
        AUTHOR = "Markowitz, J. and Schmidt, A.C. and Burlina, P.M. and Wang, I.J.",
        TITLE = "Hierarchical zero-shot classification with convolutional neural
network features and semantic attribute learning",
        BOOKTITLE = MVA17,
        YEAR = "2017",
        PAGES = "194-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122885"}

@inproceedings{bb126807,
        AUTHOR = "Naha, S. and Wang, Y.",
        TITLE = "Object figure-ground segmentation using zero-shot learning",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2842-2847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122886"}

@inproceedings{bb126808,
        AUTHOR = "Dolma, Y. and Namboodiri, V.P.",
        TITLE = "Using Gaussian Processes to Improve Zero-Shot Learning with Relative
Attributes",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "V: 150-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122887"}

@inproceedings{bb126809,
        AUTHOR = "Li, H.H. and Wu, H.F. and Lin, S.J. and Lin, L. and Luo, X.N. and Izquierdo, E.",
        TITLE = "Boosting Zero-Shot Image Classification via Pairwise Relationship
Learning",
        BOOKTITLE = ACCV16,
        YEAR = "2016",
        PAGES = "I: 85-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122888"}

@inproceedings{bb126810,
        AUTHOR = "Xian, Y. and Akata, Z. and Sharma, G. and Nguyen, Q. and Hein, M. and Schiele, B.",
        TITLE = "Latent Embeddings for Zero-Shot Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "69-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122889"}

@inproceedings{bb126811,
        AUTHOR = "Qiao, R. and Liu, L. and Shen, C. and van den Hengel, A.J.",
        TITLE = "Less is More: Zero-Shot Learning from Online Textual Documents with
Noise Suppression",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2249-2257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122890"}

@inproceedings{bb126812,
        AUTHOR = "Al Halah, Z. and Stiefelhagen, R.",
        TITLE = "Automatic Discovery, Association Estimation and Learning of Semantic
Attributes for a Thousand Categories",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5112-5121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122891"}

@inproceedings{bb126813,
        AUTHOR = "Al Halah, Z. and Tapaswi, M. and Stiefelhagen, R.",
        TITLE = "Recovering the Missing Link: Predicting Class-Attribute Associations
for Unsupervised Zero-Shot Learning",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5975-5984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122892"}

@inproceedings{bb126814,
        AUTHOR = "Zhang, Y. and Gong, B. and Shah, M.",
        TITLE = "Fast Zero-Shot Image Tagging",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5985-5994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122893"}

@inproceedings{bb126815,
        AUTHOR = "Akata, Z. and Malinowski, M. and Fritz, M. and Schiele, B.",
        TITLE = "Multi-cue Zero-Shot Learning with Strong Supervision",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "59-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122894"}

@inproceedings{bb126816,
        AUTHOR = "Jurie, F. and Bucher, M. and Herbin, S.",
        TITLE = "Generating Visual Representations for Zero-Shot Classification",
        BOOKTITLE = TASKCV17,
        YEAR = "2017",
        PAGES = "2666-2673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122895"}

@inproceedings{bb126817,
        AUTHOR = "Bucher, M. and Herbin, S. and Jurie, F.",
        TITLE = "Improving Semantic Embedding Consistency by Metric Learning for
Zero-Shot Classiffication",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 730-746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122896"}

@inproceedings{bb126818,
        AUTHOR = "Bucher, M. and Herbin, S. and Jurie, F.",
        TITLE = "Hard Negative Mining for Metric Learning Based Zero-Shot Classification",
        BOOKTITLE = TASKCV16,
        YEAR = "2016",
        PAGES = "III: 524-531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122897"}

@inproceedings{bb126819,
        AUTHOR = "Ye, M. and Guo, Y.",
        TITLE = "Zero-Shot Classification with Discriminative Semantic Representation
Learning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5103-5111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122898"}

@inproceedings{bb126820,
        AUTHOR = "Ye, M. and Guo, Y.H.",
        TITLE = "Multi-Label Zero-Shot Learning With Transfer-Aware Label Embedding
Projection",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3671-3675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122899"}

@inproceedings{bb126821,
        AUTHOR = "Li, X. and Guo, Y.H. and Schuurmans, D.",
        TITLE = "Semi-Supervised Zero-Shot Classification with Label Representation
Learning",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4211-4219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122900"}

@inproceedings{bb126822,
        AUTHOR = "Zhang, Z.M. and Saligrama, V.",
        TITLE = "Zero-Shot Learning via Joint Latent Similarity Embedding",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "6034-6042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122901"}

@inproceedings{bb126823,
        AUTHOR = "Zhang, Z.M. and Saligrama, V.",
        TITLE = "Zero-Shot Recognition via Structured Prediction",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "VII: 533-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122902"}

@inproceedings{bb126824,
        AUTHOR = "Zhang, Z.M. and Saligrama, V.",
        TITLE = "Zero-Shot Learning via Semantic Similarity Embedding",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "4166-4174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122903"}

@inproceedings{bb126825,
        AUTHOR = "Yang, Y.X. and Hospedales, T.M.",
        TITLE = "Multivariate Regression on the Grassmannian for Predicting Novel
Domains",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5071-5080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122904"}

@inproceedings{bb126826,
        AUTHOR = "Yang, Y.X. and Hospedales, T.M.",
        TITLE = "Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian",
        BOOKTITLE = DIFF-CV15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122905"}

@inproceedings{bb126827,
        AUTHOR = "Naha, S. and Wang, Y.",
        TITLE = "Zero-Shot Object Recognition Using Semantic Label Vectors",
        BOOKTITLE = CRV15,
        YEAR = "2015",
        PAGES = "94-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122906"}

@inproceedings{bb126828,
        AUTHOR = "Fu, Z.Y. and Xiang, T.A. and Kodirov, E. and Gong, S.G.",
        TITLE = "Zero-shot object recognition by semantic manifold distance",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "2635-2644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122907"}

@inproceedings{bb126829,
        AUTHOR = "Al Halah, Z. and Stiefelhagen, R.",
        TITLE = "How to Transfer? Zero-Shot Object Recognition via Hierarchical
Transfer of Semantic Attributes",
        BOOKTITLE = WACV15,
        YEAR = "2015",
        PAGES = "837-843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122908"}

@inproceedings{bb126830,
        AUTHOR = "Jetley, S. and Romera Paredes, B. and Jayasumana, S. and Torr, P.H.S.",
        TITLE = "Prototypical Priors:
From Improving Classification to Zero-Shot Learning",
        BOOKTITLE = BMVC15,
        YEAR = "2015",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122909"}

@inproceedings{bb126831,
        AUTHOR = "Liu, L.C. and Wiliem, A. and Chen, S.K. and Lovell, B.C.",
        TITLE = "Automatic and quantitative evaluation of attribute discovery methods",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122910"}

@inproceedings{bb126832,
        AUTHOR = "Liu, L.C. and Wiliem, A. and Chen, S.K. and Lovell, B.C.",
        TITLE = "Automatic Image Attribute Selection for Zero-Shot Learning of Object
Categories",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2619-2624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122911"}

@inproceedings{bb126833,
        AUTHOR = "Antol, S. and Agrawal, A. and Lu, J. and Mitchell, M. and Batra, D. and Zitnick, C.L. and Parikh, D.",
        TITLE = "VQA: Visual Question Answering",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2425-2433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122912"}

@inproceedings{bb126834,
        AUTHOR = "Antol, S. and Zitnick, C.L. and Parikh, D.",
        TITLE = "Zero-Shot Learning via Visual Abstraction",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "IV: 401-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122913"}

@inproceedings{bb126835,
        AUTHOR = "Kankuekul, P. and Kawewong, A. and Tangruamsub, S. and Hasegawa, O.",
        TITLE = "Online incremental attribute-based zero-shot learning",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3657-3664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT122914"}

@article{bb126836,
        AUTHOR = "Lin, T.I. and Lee, J.C. and Ho, H.J.",
        TITLE = "On fast supervised learning for normal mixture models with missing
information",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1177-1187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122915"}

@article{bb126837,
        AUTHOR = "Zhang, X.F. and Chen, B. and Liu, H.W. and Zuo, L. and Feng, B.",
        TITLE = "Infinite max-margin factor analysis via data augmentation",
        JOURNAL = PR,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "17-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122916"}

@article{bb126838,
        AUTHOR = "Lu, J. and Li, J. and Yan, Z. and Mei, F.H. and Zhang, C.S.",
        TITLE = "Attribute-Based Synthetic Network (ABS-Net):
Learning more from pseudo feature representations",
        JOURNAL = PR,
        VOLUME = "80",
        YEAR = "2018",
        PAGES = "129-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122917"}

@article{bb126839,
        AUTHOR = "Liang, J. and He, R. and Sun, Z.N. and Tan, T.N.",
        TITLE = "Aggregating Randomized Clustering-Promoting Invariant Projections for
Domain Adaptation",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1027-1042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122918"}

@article{bb126840,
        AUTHOR = "Ahmad, M. and Khan, A. and Khan, A.M. and Mazzara, M. and Distefano, S. and Sohaib, A. and Nibouche, O.",
        TITLE = "Spatial Prior Fuzziness Pool-Based Interactive Classification of
Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122919"}

@article{bb126841,
        AUTHOR = "Zhang, Y.H. and Sun, B. and Xiao, Y.K. and Xiao, R. and Wei, Y.G.",
        TITLE = "Feature augmentation for imbalanced classification with conditional
mixture WGANs",
        JOURNAL = SP:IC,
        VOLUME = "75",
        YEAR = "2019",
        PAGES = "89-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122920"}

@article{bb126842,
        AUTHOR = "Hou, C.P. and Zeng, L.L. and Hu, D.",
        TITLE = "Safe Classification with Augmented Features",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "2176-2192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122921"}

@article{bb126843,
        AUTHOR = "Ke, X. and Zou, J. and Niu, Y.",
        TITLE = "End-to-End Automatic Image Annotation Based on Deep CNN and
Multi-Label Data Augmentation",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2093-2106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122922"}

@article{bb126844,
        AUTHOR = "Khoreva, A. and Benenson, R. and Ilg, E. and Brox, T. and Schiele, B.",
        TITLE = "Lucid Data Dreaming for Video Object Segmentation",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1175-1197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122923"}

@article{bb126845,
        AUTHOR = "Yu, F.W. and Wu, X.X. and Chen, J.L. and Duan, L.X.",
        TITLE = "Exploiting Images for Video Recognition: Heterogeneous Feature
Augmentation via Symmetric Adversarial Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5308-5321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122924"}

@article{bb126846,
        AUTHOR = "Deng, T. and Zeng, Z.G.",
        TITLE = "Generate adversarial examples by spatially perturbing on the
meaningful area",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "632-638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122925"}

@article{bb126847,
        AUTHOR = "Zheng, C. and Wang, N. and Cui, J.",
        TITLE = "Hyperspectral Image Classification With Small Training Sample Size
Using Superpixel-Guided Training Sample Enlargement",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7307-7316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122926"}

@inproceedings{bb126848,
        AUTHOR = "Chiaroni, F. and Rahal, M. and Hueber, N. and Dufaux, F.",
        TITLE = "Hallucinating A Cleanly Labeled Augmented Dataset from A Noisy
Labeled Dataset Using GAN",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3616-3620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122927"}

@article{bb126849,
        AUTHOR = "Dupre, R. and Fajtl, J. and Argyriou, V. and Remagnino, P.",
        TITLE = "Improving Dataset Volumes and Model Accuracy With Semi-Supervised
Iterative Self-Learning",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "4337-4348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122928"}

@inproceedings{bb126850,
        AUTHOR = "Beery, S. and Liu, Y. and Morris, D. and Piavis, J. and Kapoor, A. and Meister, M. and Joshi, N. and Perona, P.",
        TITLE = "Synthetic Examples Improve Generalization for Rare Classes",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "852-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122929"}

@article{bb126851,
        AUTHOR = "Song, L. and Xu, Y. and Zhang, L. and Du, B. and Zhang, Q. and Wang, X.",
        TITLE = "Learning From Synthetic Images via Active Pseudo-Labeling",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6452-6465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122930"}

@article{bb126852,
        AUTHOR = "Pan, X.J. and Tang, F. and Dong, W.M. and Gu, Y. and Song, Z.C. and Meng, Y.P. and Xu, P.F. and Deussen, O. and Xu, C.S.",
        TITLE = "Self-Supervised Feature Augmentation for Large Image Object Detection",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6745-6758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122931"}

@article{bb126853,
        AUTHOR = "Takahashi, R. and Matsubara, T. and Uehara, K.",
        TITLE = "Data Augmentation Using Random Image Cropping and Patching for Deep
CNNs",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2917-2931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122932"}

@article{bb126854,
        AUTHOR = "Naghizadeh, A. and Abavisani, M. and Metaxas, D.N.",
        TITLE = "Greedy AutoAugment",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "624-630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122933"}

@article{bb126855,
        AUTHOR = "Hu, C. and Wu, X.J. and Li, Z.Y.",
        TITLE = "Generating adversarial examples with elastic-net regularized boundary
equilibrium generative adversarial network",
        JOURNAL = PRL,
        VOLUME = "140",
        YEAR = "2020",
        PAGES = "281-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122934"}

@article{bb126856,
        AUTHOR = "Cen, F. and Zhao, X.Y. and Li, W.Z. and Wang, G.H.",
        TITLE = "Deep feature augmentation for occluded image classification",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122935"}

@article{bb126857,
        AUTHOR = "Zhang, X. and Wang, Z. and Liu, D. and Lin, Q. and Ling, Q.",
        TITLE = "Deep Adversarial Data Augmentation for Extremely Low Data Regimes",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "15-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122936"}

@article{bb126858,
        AUTHOR = "Tran, N.T. and Tran, V.H. and Nguyen, N.B. and Nguyen, T.K. and Cheung, N.M.",
        TITLE = "On Data Augmentation for GAN Training",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "1882-1897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122937"}

@article{bb126859,
        AUTHOR = "Adamiak, M. and Bedkowski, K. and Majchrowska, A.",
        TITLE = "Aerial Imagery Feature Engineering Using Bidirectional Generative
Adversarial Networks: A Case Study of the Pilica River Region, Poland",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122938"}

@article{bb126860,
        AUTHOR = "Wang, W.N. and Liu, X.B. and Mou, X.Q.",
        TITLE = "Data Augmentation and Spectral Structure Features for Limited Samples
Hyperspectral Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122939"}

@article{bb126861,
        AUTHOR = "Liu, E. and Huang, S. and Zong, C. and Zheng, C.Y. and Yao, Y.M. and Zhu, J. and Tang, S.Q. and Wang, Y.Q.",
        TITLE = "MTGAN: Extending Test Case set for Deep Learning Image Classifier",
        JOURNAL = IEICE,
        VOLUME = "E104-D",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "709-722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122940"}

@article{bb126862,
        AUTHOR = "Dvornik, N. and Mairal, J. and Schmid, C.",
        TITLE = "On the Importance of Visual Context for Data Augmentation in Scene
Understanding",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2014-2028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122941"}

@inproceedings{bb126863,
        AUTHOR = "Dvornik, N. and Mairal, J. and Schmid, C.",
        TITLE = "Modeling Visual Context Is Key to Augmenting Object Detection Datasets",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XII: 375-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122942"}

@inproceedings{bb126864,
        AUTHOR = "Dvornik, N. and Shmelkov, K. and Mairal, J. and Schmid, C.",
        TITLE = "BlitzNet: A Real-Time Deep Network for Scene Understanding",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4174-4182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122943"}

@article{bb126865,
        AUTHOR = "Illarionova, S. and Nesteruk, S. and Shadrin, D. and Igantiev, V. and Pukalchik, M. and Oseledets, I.",
        TITLE = "MixChannel: Advanced Augmentation for Multispectral Satellite Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122944"}

@article{bb126866,
        AUTHOR = "Xie, H. and Chen, Y.S. and Ghamisi, P.",
        TITLE = "Remote Sensing Image Scene Classification via Label Augmentation and
Intra-Class Constraint",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122945"}

@article{bb126867,
        AUTHOR = "Peng, D. and Lei, Y.J. and Liu, L.Q. and Zhang, P.P. and Liu, J.",
        TITLE = "Global and Local Texture Randomization for Synthetic-to-Real Semantic
Segmentation",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6594-6608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122946"}

@article{bb126868,
        AUTHOR = "Wang, H. and Wang, Q.L. and Zhang, H.Z. and Yang, J. and Zuo, W.M.",
        TITLE = "Constrained Online Cut-Paste for Object Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4071-4083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122947"}

@article{bb126869,
        AUTHOR = "Yang, W. and Nam, W.",
        TITLE = "Data synthesis method preserving correlation of features",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122948"}

@article{bb126870,
        AUTHOR = "Accion, A. and Arguello, F. and Heras, D.B.",
        TITLE = "A New Multispectral Data Augmentation Technique Based on Data
Imputation",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122949"}

@article{bb126871,
        AUTHOR = "Arantes, R.B. and Vogiatzis, G. and Faria, D.R.",
        TITLE = "Learning an augmentation strategy for sparse datasets",
        JOURNAL = IVC,
        VOLUME = "117",
        YEAR = "2022",
        PAGES = "104338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122950"}

@article{bb126872,
        AUTHOR = "Madhusudana, P.C. and Lee, S.J. and Sheikh, H.R.",
        TITLE = "Revisiting Dead Leaves Model: Training With Synthetic Data",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "209-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122951"}

@article{bb126873,
        AUTHOR = "Kachuee, M. and Karkkainen, K. and Goldstein, O. and Darabi, S. and Sarrafzadeh, M.",
        TITLE = "Generative Imputation and Stochastic Prediction",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1278-1288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122952"}

@article{bb126874,
        AUTHOR = "Xue, Z.F. and Mao, W.J. and Liu, Y.",
        TITLE = "Image-level dataset synthesis with an end-to-end trainable framework",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "8",
        PAGES = "2228-2239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122953"}

@article{bb126875,
        AUTHOR = "Zhang, H. and Xu, Z.Y. and Han, X.L. and Sun, W.D.",
        TITLE = "Data Augmentation Using Bitplane Information Recombination Model",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "3713-3725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122954"}

@article{bb126876,
        AUTHOR = "Ali, U. and Esau, T.J. and Farooque, A.A. and Zaman, Q.U. and Abbas, F. and Bilodeau, M.F.",
        TITLE = "Limiting the Collection of Ground Truth Data for Land Use and Land
Cover Maps with Machine Learning Algorithms",
        JOURNAL = IJGI,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122955"}

@article{bb126877,
        AUTHOR = "Liu, J.L. and Sun, Y.F. and Xu, Y.J. and Pei, H.B. and Li, W.H.",
        TITLE = "Feature Cloud: Improving Deep Visual Recognition with Probabilistic
Feature Augmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4122-4137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122956"}

@inproceedings{bb126878,
        AUTHOR = "Xu, Q. and Sun, Y.F. and Li, Y.L. and Wang, S.J.",
        TITLE = "Attend and Align: Improving Deep Representations with Feature
Alignment Layer for Person Retrieval",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2148-2153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122957"}

@article{bb126879,
        AUTHOR = "Dou, H.X. and Lu, X.S. and Wang, C. and Shen, H.Z. and Zhuo, Y.W. and Deng, L.J.",
        TITLE = "PatchMask: A Data Augmentation Strategy with Gaussian Noise in
Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122958"}

@article{bb126880,
        AUTHOR = "Wang, S.Y. and Li, W.G. and Hou, S. and Guan, J.H. and Yao, J.",
        TITLE = "STA-GAN: A Spatio-Temporal Attention Generative Adversarial Network
for Missing Value Imputation in Satellite Data",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122959"}

@article{bb126881,
        AUTHOR = "Adhikari, R. and Pokharel, S.",
        TITLE = "Performance Evaluation of Convolutional Neural Network Using Synthetic
Medical Data Augmentation Generated by GAN",
        JOURNAL = IJIG,
        VOLUME = "23",
        YEAR = "2023",
        NUMBER = "1 2023",
        PAGES = "2350002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122960"}

@article{bb126882,
        AUTHOR = "Chadebec, C. and Thibeau Sutre, E. and Burgos, N. and Allassonniere, S.",
        TITLE = "Data Augmentation in High Dimensional Low Sample Size Setting Using a
Geometry-Based Variational Autoencoder",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2879-2896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122961"}

@article{bb126883,
        AUTHOR = "Hao, X.J. and Liu, L. and Yang, R.J. and Yin, L.Y. and Zhang, L. and Li, X.H.",
        TITLE = "A Review of Data Augmentation Methods of Remote Sensing Image Target
Recognition",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122962"}

@article{bb126884,
        AUTHOR = "Tsaregorodtsev, A. and Belagiannis, V.",
        TITLE = "ParticleAugment: Sampling-based data augmentation",
        JOURNAL = CVIU,
        VOLUME = "228",
        YEAR = "2023",
        PAGES = "103633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122963"}

@article{bb126885,
        AUTHOR = "Xu, M. and Yoon, S. and Fuentes, A. and Park, D.S.",
        TITLE = "A Comprehensive Survey of Image Augmentation Techniques for Deep
Learning",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122964"}

@article{bb126886,
        AUTHOR = "Lv, J. and Song, K. and Ye, Q. and Tian, G.J.",
        TITLE = "Semi-supervised node classification via fine-grained graph auxiliary
augmentation learning",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122965"}

@article{bb126887,
        AUTHOR = "Xu, C.J. and Shu, J.Q. and Zhu, G.B.",
        TITLE = "Adversarial Remote Sensing Scene Classification Based on Lie Group
Feature Learning",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122966"}

@article{bb126888,
        AUTHOR = "Zhang, L.F. and Ma, K.",
        TITLE = "A Good Data Augmentation Policy is not All You Need:
A Multi-Task Learning Perspective",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2190-2201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122967"}

@article{bb126889,
        AUTHOR = "Xiao, A. and Shen, B. and Tian, J. and Hu, Z.H.",
        TITLE = "Differentiable RandAugment: Learning Selecting Weights and Magnitude
Distributions of Image Transformations",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "2413-2427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122968"}

@article{bb126890,
        AUTHOR = "Zhang, M.Y. and Wang, Z.Y. and Wang, X.Y. and Gong, M.G. and Wu, Y. and Li, H.",
        TITLE = "Features kept generative adversarial network data augmentation
strategy for hyperspectral image classification",
        JOURNAL = PR,
        VOLUME = "142",
        YEAR = "2023",
        PAGES = "109701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122969"}

@article{bb126891,
        AUTHOR = "Bai, Y.L. and Zhou, M. and Zhang, W. and Zhou, B. and Mei, T.",
        TITLE = "Augmentation Pathways Network for Visual Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "10580-10587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122970"}

@article{bb126892,
        AUTHOR = "Agarwal, T. and Sugavanam, N. and Ertin, E.",
        TITLE = "Sparse Signal Models for Data Augmentation in Deep Learning ATR",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "16",
        PAGES = "4109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122971"}

@article{bb126893,
        AUTHOR = "Castellini, A. and Masillo, F. and Azzalini, D. and Amigoni, F. and Farinelli, A.",
        TITLE = "Adversarial Data Augmentation for HMM-Based Anomaly Detection",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "14131-14143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122972"}

@article{bb126894,
        AUTHOR = "Sun, R. and Masson, C. and Henaff, G. and Thome, N. and Cord, M.",
        TITLE = "Semantic augmentation by mixing contents for semi-supervised learning",
        JOURNAL = PR,
        VOLUME = "145",
        YEAR = "2024",
        PAGES = "109909",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122973"}

@article{bb126895,
        AUTHOR = "Chen, D. and Zhuang, Y.T. and Shen, Z.J. and Yang, C. and Wang, G.M. and Tang, S.L. and Yang, Y.",
        TITLE = "Cross-Modal Data Augmentation for Tasks of Different Modalities",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7814-7824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122974"}

@article{bb126896,
        AUTHOR = "Dornaika, F. and Sun, D.Y.",
        TITLE = "LGCOAMix: Local and Global Context-and-Object-Part-Aware
Superpixel-Based Data Augmentation for Deep Visual Recognition",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "205-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122975"}

@article{bb126897,
        AUTHOR = "Yu, X.Y. and Li, F.C. and Bai, P.F. and Liu, Y. and Chen, Y.",
        TITLE = "Copy-paste with self-adaptation: A self-adaptive adjustment method
based on copy-paste augmentation",
        JOURNAL = IET-CV,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "8",
        PAGES = "936-947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122976"}

@article{bb126898,
        AUTHOR = "Yang, S. and Guo, S. and Zhao, J. and Shen, F.",
        TITLE = "Investigating the effectiveness of data augmentation from similarity
and diversity: An empirical study",
        JOURNAL = PR,
        VOLUME = "148",
        YEAR = "2024",
        PAGES = "110204",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122977"}

@article{bb126899,
        AUTHOR = "Lin, S.Q. and Yu, T. and Feng, R. and Li, X. and Yu, X.Y. and Xiao, L. and Chen, Z.B.",
        TITLE = "Local Patch AutoAugment With Multi-Agent Collaboration",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "724-736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122978"}

Last update:Apr 18, 2024 at 11:38:49