@article{bb126100,
        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#TT122184"}

@article{bb126101,
        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#TT122185"}

@article{bb126102,
        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#TT122186"}

@article{bb126103,
        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#TT122187"}

@article{bb126104,
        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#TT122188"}

@article{bb126105,
        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#TT122189"}

@article{bb126106,
        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#TT122190"}

@article{bb126107,
        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#TT122191"}

@article{bb126108,
        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#TT122192"}

@article{bb126109,
        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#TT122193"}

@article{bb126110,
        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#TT122194"}

@article{bb126111,
        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#TT122195"}

@inproceedings{bb126112,
        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#TT122196"}

@article{bb126113,
        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#TT122197"}

@inproceedings{bb126114,
        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#TT122198"}

@article{bb126115,
        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#TT122199"}

@article{bb126116,
        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#TT122200"}

@article{bb126117,
        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#TT122201"}

@article{bb126118,
        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#TT122202"}

@article{bb126119,
        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#TT122203"}

@article{bb126120,
        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#TT122204"}

@article{bb126121,
        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#TT122205"}

@article{bb126122,
        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#TT122206"}

@article{bb126123,
        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#TT122207"}

@article{bb126124,
        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#TT122208"}

@article{bb126125,
        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#TT122209"}

@article{bb126126,
        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#TT122210"}

@inproceedings{bb126127,
        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#TT122211"}

@inproceedings{bb126128,
        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#TT122212"}

@article{bb126129,
        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#TT122213"}

@article{bb126130,
        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#TT122214"}

@article{bb126131,
        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#TT122215"}

@article{bb126132,
        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#TT122216"}

@article{bb126133,
        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#TT122217"}

@article{bb126134,
        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#TT122218"}

@article{bb126135,
        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#TT122219"}

@article{bb126136,
        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#TT122220"}

@article{bb126137,
        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#TT122221"}

@article{bb126138,
        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#TT122222"}

@article{bb126139,
        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#TT122223"}

@article{bb126140,
        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#TT122224"}

@article{bb126141,
        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#TT122225"}

@inproceedings{bb126142,
        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#TT122226"}

@article{bb126143,
        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#TT122227"}

@article{bb126144,
        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#TT122228"}

@article{bb126145,
        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#TT122229"}

@article{bb126146,
        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#TT122230"}

@article{bb126147,
        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#TT122231"}

@article{bb126148,
        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#TT122232"}

@article{bb126149,
        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#TT122233"}

@article{bb126150,
        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#TT122234"}

@article{bb126151,
        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#TT122235"}

@article{bb126152,
        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#TT122236"}

@article{bb126153,
        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#TT122237"}

@article{bb126154,
        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#TT122238"}

@article{bb126155,
        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#TT122239"}

@article{bb126156,
        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#TT122240"}

@article{bb126157,
        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#TT122241"}

@article{bb126158,
        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#TT122242"}

@article{bb126159,
        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#TT122243"}

@article{bb126160,
        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#TT122244"}

@article{bb126161,
        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#TT122245"}

@article{bb126162,
        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#TT122246"}

@article{bb126163,
        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#TT122247"}

@inproceedings{bb126164,
        AUTHOR = "Faghri, F. and Pouransari, H. and Mehta, S. and Farajtabar, M. and Farhadi, A. and Rastegari, M. and Tuzel, O.",
        TITLE = "Reinforce Data, Multiply Impact:
Improved Model Accuracy and Robustness with Dataset Reinforcement",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16986-16997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122248"}

@inproceedings{bb126165,
        AUTHOR = "Mohwald, A. and Jenicek, T. and Chum, O.",
        TITLE = "Dark Side Augmentation:
Generating Diverse Night Examples for Metric Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11119-11129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122249"}

@inproceedings{bb126166,
        AUTHOR = "Hou, C.K. and Zhang, J. and Zhou, T.Y.",
        TITLE = "When to Learn What: Model-Adaptive Data Augmentation Curriculum",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1717-1728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122250"}

@inproceedings{bb126167,
        AUTHOR = "Liu, Y. and Yan, S. and Leal Taixe, L. and Hays, J. and Ramanan, D.",
        TITLE = "Soft Augmentation for Image Classification",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "16241-16250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122251"}

@inproceedings{bb126168,
        AUTHOR = "Liu, H.T. and Son, K. and Yang, J.W. and Liu, C. and Gao, J.F. and Lee, Y.J. and Li, C.Y.",
        TITLE = "Learning Customized Visual Models with Retrieval-Augmented Knowledge",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15148-15158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122252"}

@inproceedings{bb126169,
        AUTHOR = "Yoshimura, M. and Otsuka, J. and Irie, A. and Ohashi, T.",
        TITLE = "Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a
Wide Variety of Environments",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14007-14017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122253"}

@inproceedings{bb126170,
        AUTHOR = "Shen, Y.T. and Lee, H. and Kwon, H.S. and Bhattacharyya, S.S.",
        TITLE = "Progressive Transformation Learning for Leveraging Virtual Images in
Training",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "835-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122254"}

@inproceedings{bb126171,
        AUTHOR = "Tripathi, A. and Singh, R. and Chakraborty, A. and Shenoy, P.",
        TITLE = "Edges to Shapes to Concepts: Adversarial Augmentation for Robust
Vision",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24470-24479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122255"}

@inproceedings{bb126172,
        AUTHOR = "Li, L. and Li, A.G.",
        TITLE = "A2-Aug: Adaptive Automated Data Augmentation",
        BOOKTITLE = NAS23,
        YEAR = "2023",
        PAGES = "2267-2274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122256"}

@inproceedings{bb126173,
        AUTHOR = "Tetkova, L. and Hansen, L.K.",
        TITLE = "Robustness of Visual Explanations to Common Data Augmentation Methods",
        BOOKTITLE = XAI4CV23,
        YEAR = "2023",
        PAGES = "3715-3720",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122257"}

@inproceedings{bb126174,
        AUTHOR = "Zhang, L. and Zhang, S. and Xie, G. and Liu, J.Q. and Yan, H. and Wang, J.B. and Zheng, F. and Jin, Y.",
        TITLE = "What Makes a Good Data Augmentation for Few-Shot Unsupervised Image
Anomaly Detection?",
        BOOKTITLE = VISION23,
        YEAR = "2023",
        PAGES = "4345-4354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122258"}

@inproceedings{bb126175,
        AUTHOR = "Sreenivas, M. and Biswas, S.",
        TITLE = "Similar Class Style Augmentation for Efficient Cross-Domain Few-Shot
Learning",
        BOOKTITLE = ECV23,
        YEAR = "2023",
        PAGES = "4590-4598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122259"}

@inproceedings{bb126176,
        AUTHOR = "Khmaissia, F. and Frigui, H.",
        TITLE = "Improving Automatic Target Recognition in Low Data Regime using
Semi-Supervised Learning and Generative Data Augmentation",
        BOOKTITLE = L3D-IVU23,
        YEAR = "2023",
        PAGES = "4931-4939",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122260"}

@inproceedings{bb126177,
        AUTHOR = "Singla, S. and Murali, N. and Arabshahi, F. and Triantafyllou, S. and Batmanghelich, K.",
        TITLE = "Augmentation by Counterfactual Explanation:
Fixing an Overconfident Classifier",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4709-4719",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122261"}

@inproceedings{bb126178,
        AUTHOR = "Lee, S. and Lee, H.",
        TITLE = "Inducing Data Amplification Using Auxiliary Datasets in Adversarial
Training",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "4540-4549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122262"}

@inproceedings{bb126179,
        AUTHOR = "Engilberge, M. and Shi, H.X. and Wang, Z. and Fua, P.",
        TITLE = "Two-level Data Augmentation for Calibrated Multi-view Detection",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "128-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122263"}

@inproceedings{bb126180,
        AUTHOR = "Yu, R.R. and Xu, Y.H. and Peng, H. and Chen, M.H.",
        TITLE = "Enhancing Population Diversity by Integrating Iterative Local Search
with Deep Convolutional Generative Adversarial Networks (GANs)",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4722-4728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122264"}

@inproceedings{bb126181,
        AUTHOR = "Tokieda, K. and Iwaguchi, T. and Kawasaki, H.",
        TITLE = "Auto-Augmentation with Differentiable Renderer for High-frequency
Shape Recovery",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3952-3958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122265"}

@inproceedings{bb126182,
        AUTHOR = "Korschens, M. and Bodesheim, P. and Denzler, J.",
        TITLE = "Occlusion-Robustness of Convolutional Neural Networks via Inverted
Cutout",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2829-2835",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122266"}

@inproceedings{bb126183,
        AUTHOR = "Deschamps, S. and Sahbi, H.",
        TITLE = "Reinforcement-based Display Selection for Frugal Learning",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1186-1193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122267"}

@inproceedings{bb126184,
        AUTHOR = "Sun, R. and Masson, C. and Henaff, G. and Thome, N. and Cord, M.",
        TITLE = "Swapping Semantic Contents for Mixing Images",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1280-1286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122268"}

@inproceedings{bb126185,
        AUTHOR = "Yu, H. and Li, F.Z.",
        TITLE = "Prototype Augmentation with Dummy Samples",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "5052-5059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122269"}

@inproceedings{bb126186,
        AUTHOR = "Al Afandi, J. and Magyar, B. and Horvath, A.",
        TITLE = "Saliency Map Based Data Augmentation",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4751-4757",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122270"}

@inproceedings{bb126187,
        AUTHOR = "Duboudin, T. and Dellandrea, E. and Abgrall, C. and Henaff, G. and Chen, L.M.",
        TITLE = "Look Beyond Bias with Entropic Adversarial Data Augmentation",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2142-2148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122271"}

@inproceedings{bb126188,
        AUTHOR = "Zanella, R.H. and de Castro Coelho, L.A. and Souza, V.M.A.",
        TITLE = "TS-DENSE: Time Series Data Augmentation by Subclass Clustering",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1800-1806",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122272"}

@inproceedings{bb126189,
        AUTHOR = "Liu, Z.C. and Li, S.Y. and Wu, D. and Liu, Z. and Chen, Z.Y. and Wu, L.R. and Li, S.Z.",
        TITLE = "AutoMix: Unveiling the Power of Mixup for Stronger Classifiers",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:441-458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122273"}

@inproceedings{bb126190,
        AUTHOR = "Zhao, M.J. and Lu, S. and Wang, Z.X. and Wang, X.L. and Niu, D.",
        TITLE = "LA3: Efficient Label-Aware AutoAugment",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXI:262-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122274"}

@inproceedings{bb126191,
        AUTHOR = "Yan, B.M. and Gao, K. and Gao, B. and Wang, L. and Yang, J. and Li, X.B.",
        TITLE = "Unbiased Manifold Augmentation for Coarse Class Subdivision",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:484-499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122275"}

@inproceedings{bb126192,
        AUTHOR = "Liu, J. and Liu, B. and Zhou, H. and Li, H.S. and Liu, Y.",
        TITLE = "TokenMix: Rethinking Image Mixing for Data Augmentation in Vision
Transformers",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXVI:455-471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122276"}

@inproceedings{bb126193,
        AUTHOR = "Jean, R. and St Charles, P.L. and Pirk, S. and Brodeur, S.",
        TITLE = "Self-Supervised Learning of Pose-Informed Latents",
        BOOKTITLE = L3D-IVU22,
        YEAR = "2022",
        PAGES = "4006-4015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122277"}

@inproceedings{bb126194,
        AUTHOR = "Papakipos, Z. and Bitton, J.",
        TITLE = "AugLy: Data Augmentations for Adversarial Robustness",
        BOOKTITLE = ArtOfRobust22,
        YEAR = "2022",
        PAGES = "155-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122278"}

@inproceedings{bb126195,
        AUTHOR = "Kar, O.F. and Yeo, T. and Atanov, A. and Zamir, A.",
        TITLE = "3D Common Corruptions and Data Augmentation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "18941-18952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122279"}

@inproceedings{bb126196,
        AUTHOR = "Bai, Y. and Yang, Y.F. and Zhang, W. and Mei, T.",
        TITLE = "Directional Self-supervised Learning for Heavy Image Augmentations",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "16671-16680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122280"}

@inproceedings{bb126197,
        AUTHOR = "Suzuki, T.",
        TITLE = "TeachAugment: Data Augmentation Optimization Using Teacher Knowledge",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10894-10904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122281"}

@inproceedings{bb126198,
        AUTHOR = "Sattarzadeh, S. and Shalmani, S.M. and Azad, S.",
        TITLE = "Mitigating Paucity of Data in Sinusoid Characterization Using
Generative Synthetic Noise",
        BOOKTITLE = VDU22,
        YEAR = "2022",
        PAGES = "4839-4848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122282"}

@inproceedings{bb126199,
        AUTHOR = "Lee, S. and Hwang, I. and Kang, G.C. and Zhang, B.T.",
        TITLE = "Improving Robustness to Texture Bias via Shape-focused Augmentation",
        BOOKTITLE = HCIS22,
        YEAR = "2022",
        PAGES = "4322-4330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122283"}

Last update:Feb 29, 2024 at 09:13:14