@inproceedings{bb109000,
        AUTHOR = "Hao, W. and El Khamy, M. and Lee, J. and Zhang, J. and Liang, K.J. and Chen, C. and Carin, L.",
        TITLE = "Towards Fair Federated Learning with Zero-Shot Data Augmentation",
        BOOKTITLE = TCV21,
        YEAR = "2021",
        PAGES = "3305-3314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105309"}

@inproceedings{bb109001,
        AUTHOR = "Maeda, T. and Ukita, N.",
        TITLE = "Data Augmentation for Human Motion Prediction",
        BOOKTITLE = MVA21,
        YEAR = "2021",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105310"}

@inproceedings{bb109002,
        AUTHOR = "Yang, Y. and Sheng, L. and Jiang, X.L. and Wang, H. and Xu, D. and Cao, X.B.",
        TITLE = "IncreACO: Incrementally Learned Automatic Check-out with
Photorealistic Exemplar Augmentation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "626-634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105311"}

@inproceedings{bb109003,
        AUTHOR = "Uricar, M. and Sistu, G. and Rashed, H. and Vobecky, A. and Kumar, V.R. and Krizek, P. and Burger, F. and Yogamani, S.",
        TITLE = "Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling
Detection in Autonomous Driving",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "766-775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105312"}

@inproceedings{bb109004,
        AUTHOR = "Olsson, V. and Tranheden, W. and Pinto, J. and Svensson, L.",
        TITLE = "ClassMix:
Segmentation-Based Data Augmentation for Semi-Supervised Learning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1368-1377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105313"}

@inproceedings{bb109005,
        AUTHOR = "Mounsaveng, S. and Laradji, I. and Ben Ayed, I. and Vazquez, D. and Pedersoli, M.",
        TITLE = "Learning Data Augmentation with Online Bilevel Optimization for Image
Classification",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1690-1699",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105314"}

@inproceedings{bb109006,
        AUTHOR = "Inoue, N. and Yamagata, E. and Kataoka, H.",
        TITLE = "Initialization Using Perlin Noise for Training Networks with a
Limited Amount of Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1023-1028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105315"}

@inproceedings{bb109007,
        AUTHOR = "Suri, B.S.H. and Yeturu, K.",
        TITLE = "Pseudo Rehearsal using non photo-realistic images",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4797-4804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105316"}

@inproceedings{bb109008,
        AUTHOR = "Hegde, G. and Ramesh, A.N. and Gandikota, K.V. and Obermaisser, R. and Moeller, M.",
        TITLE = "A Simple Domain Shifting Network for Generating Low Quality Images",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3963-3968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105317"}

@inproceedings{bb109009,
        AUTHOR = "Patel, K. and Beluch, W. and Zhang, D. and Pfeiffer, M. and Yang, B.",
        TITLE = "On-manifold Adversarial Data Augmentation Improves Uncertainty
Calibration",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8029-8036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105318"}

@inproceedings{bb109010,
        AUTHOR = "Yang, H. and Zhou, Y.",
        TITLE = "IDA-GAN: A Novel Imbalanced Data Augmentation GAN",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8299-8305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105319"}

@inproceedings{bb109011,
        AUTHOR = "Ma, W.X. and Chen, J. and Du, Q. and Jia, W.",
        TITLE = "PointDrop: Improving Object Detection from Sparse Point Clouds via
Adversarial Data Augmentation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10004-10009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105320"}

@inproceedings{bb109012,
        AUTHOR = "Sasaki, H. and Willcocks, C.G. and Breckon, T.P.",
        TITLE = "Data Augmentation via Mixed Class Interpolation using
Cycle-Consistent Generative Adversarial Networks Applied to
Cross-Domain Imagery",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5083-5090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105321"}

@inproceedings{bb109013,
        AUTHOR = "Hung, S.K. and Gan, J.Q.",
        TITLE = "Augmentation of Small Training Data Using GANs for Enhancing the
Performance of Image Classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3350-3356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105322"}

@inproceedings{bb109014,
        AUTHOR = "Iwana, B.K. and Uchida, S.",
        TITLE = "Time Series Data Augmentation for Neural Networks by Time Warping
with a Discriminative Teacher",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "3558-3565",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105323"}

@inproceedings{bb109015,
        AUTHOR = "Heindl, C. and Brunner, L. and Zambal, S. and Scharinger, J.",
        TITLE = "Blendtorch: A Real-time, Adaptive Domain Randomization Library",
        BOOKTITLE = IML20,
        YEAR = "2020",
        PAGES = "538-551",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105324"}

@inproceedings{bb109016,
        AUTHOR = "Arantes, R.B. and Vogiatzis, G. and Faria, D.R.",
        TITLE = "CSC-GAN: Cycle and Semantic Consistency for Dataset Augmentation",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:170-181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105325"}

@inproceedings{bb109017,
        AUTHOR = "Kataoka, H. and Okayasu, K. and Matsumoto, A. and Yamagata, E. and Yamada, R. and Inoue, N. and Nakamura, A. and Satoh, Y.",
        TITLE = "Pre-training Without Natural Images",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:583-600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105326"}

@inproceedings{bb109018,
        AUTHOR = "He, Z.W. and Wu, R. and Zhang, D.Q.",
        TITLE = "Cog: Consistent Data Augmentation for Object Perception",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:143-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105327"}

@inproceedings{bb109019,
        AUTHOR = "Kozerawski, J. and Fragoso, V. and Karianakis, N. and Mittal, G. and Turk, M. and Chen, M.",
        TITLE = "BLT: Balancing Long-tailed Datasets with Adversarially-perturbed Images",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "III:338-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105328"}

@inproceedings{bb109020,
        AUTHOR = "Ammar, S. and Bouwmans, T. and Zaghden, N. and Neji, M.",
        TITLE = "Towards an Effective Approach for Face Recognition with DCGANS Data
Augmentation",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:463-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105329"}

@inproceedings{bb109021,
        AUTHOR = "Le, H. and Nguyen, M. and Yan, W.Q.",
        TITLE = "Machine Learning with Synthetic Data: A New Way to Learn and
Classify the Pictorial Augmented Reality Markers in Real-Time",
        BOOKTITLE = IVCNZ20,
        YEAR = "2020",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105330"}

@inproceedings{bb109022,
        AUTHOR = "Lou, L. and Zhang, S. and Zhang, S.",
        TITLE = "Object Detection with the High-frequency Change of Objects Classes",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:125-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105331"}

@inproceedings{bb109023,
        AUTHOR = "Kuo, C.W. and Ma, C.Y. and Huang, J.B. and Kira, Z.",
        TITLE = "Featmatch: Feature-based Augmentation for Semi-supervised Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVIII:479-495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105332"}

@inproceedings{bb109024,
        AUTHOR = "Chen, Y. and Hu, V.T. and Gavves, E. and Mensink, T. and Mettes, P. and Yang, P.W. and Snoek, C.G.M.",
        TITLE = "PointMixup: Augmentation for Point Clouds",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "III:330-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105333"}

@inproceedings{bb109025,
        AUTHOR = "Hataya, R. and Zdenek, J. and Yoshizoe, K. and Nakayama, H.",
        TITLE = "Faster Autoaugment: Learning Augmentation Strategies Using
Backpropagation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105334"}

@inproceedings{bb109026,
        AUTHOR = "Zou, J.H. and Pan, Z.S. and Qiu, J.Y. and Liu, X. and Rui, T. and Li, W.",
        TITLE = "Improving the Transferability of Adversarial Examples with
Resized-diverse-inputs, Diversity-ensemble and Region Fitting",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXII:563-579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105335"}

@inproceedings{bb109027,
        AUTHOR = "Yu, N. and Li, K. and Zhou, P. and Malik, J. and Davis, L.S. and Fritz, M.",
        TITLE = "Inclusive GAN:
Improving Data and Minority Coverage in Generative Models",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXII:377-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105336"}

@inproceedings{bb109028,
        AUTHOR = "Li, Y.G. and Hu, G.S. and Wang, Y.T. and Hospedales, T.M. and Robertson, N.M. and Yang, Y.X.",
        TITLE = "Differentiable Automatic Data Augmentation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXII:580-595",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105337"}

@inproceedings{bb109029,
        AUTHOR = "Zoph, B. and Cubuk, E.D. and Ghiasi, G. and Lin, T.Y. and Shlens, J. and Le, Q.V.",
        TITLE = "Learning Data Augmentation Strategies for Object Detection",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:566-583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105338"}

@inproceedings{bb109030,
        AUTHOR = "Novozamsky, A. and Vit, D. and Sroubek, F. and Franc, J. and Krbalek, M. and Bilkova, Z. and Zitova, B.",
        TITLE = "Automated Object Labeling for CNN-Based Image Segmentation",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2036-2040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105339"}

@inproceedings{bb109031,
        AUTHOR = "Zhang, K. and Cao, Z. and Wu, J.",
        TITLE = "Circular Shift: An Effective Data Augmentation Method For
Convolutional Neural Network On Image Classification",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1676-1680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105340"}

@inproceedings{bb109032,
        AUTHOR = "Dionelis, N. and Yaghoobi, M. and Tsaftaris, S.A.",
        TITLE = "Boundary Of Distribution Support Generator (BDSG):
Sample Generation On The Boundary",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "803-807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105341"}

@inproceedings{bb109033,
        AUTHOR = "Ofori Oduro, M. and Amer, M.A.",
        TITLE = "Data Augmentation Using Artificial Immune Systems For Noise-Robust
CNN Models",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "833-837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105342"}

@inproceedings{bb109034,
        AUTHOR = "Tong, Y.H. and Wang, A. and Tan, S.C. and Wang, S.S. and Ma, S.W. and Gao, W.",
        TITLE = "Self-Supervised Learning of Depth and Pose Using Cycle Generative
Adversarial Network",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "738-742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105343"}

@inproceedings{bb109035,
        AUTHOR = "Tang, Z.Q. and Gao, Y.H. and Karlinsky, L. and Sattigeri, P. and Feris, R. and Metaxas, D.",
        TITLE = "Onlineaugment: Online Data Augmentation with Less Domain Knowledge",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VII:313-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105344"}

@inproceedings{bb109036,
        AUTHOR = "Ryoo, M.S. and Piergiovanni, A.J. and Kangaspunta, J. and Angelova, A.",
        TITLE = "Assemblenet++: Assembling Modality Representations via Attention
Connections",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XX:654-671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105345"}

@inproceedings{bb109037,
        AUTHOR = "Wang, X.F. and Xiong, X. and Neumann, M. and Piergiovanni, A.J. and Ryoo, M.S. and Angelova, A. and Kitani, K.M. and Hua, W.",
        TITLE = "Attentionnas:
Spatiotemporal Attention Cell Search for Video Classification",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:449-465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105346"}

@inproceedings{bb109038,
        AUTHOR = "Behl, H.S. and Baydin, A.G. and Gal, R. and Torr, P.H.S. and Vineet, V.",
        TITLE = "Autosimulate: (quickly) Learning Synthetic Data Generation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXII:255-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105347"}

@inproceedings{bb109039,
        AUTHOR = "Biffi, C. and McDonagh, S. and Torr, P.H.S. and Leonardis, A. and Parisot, S.",
        TITLE = "Many-shot from Low-shot:
Learning to Annotate Using Mixed Supervision for Object Detection",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:35-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105348"}

@inproceedings{bb109040,
        AUTHOR = "Shetty, R. and Fritz, M. and Schiele, B.",
        TITLE = "Towards Automated Testing and Robustification by Semantic Adversarial
Data Generation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "II:489-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105349"}

@inproceedings{bb109041,
        AUTHOR = "Olut, S. and Shen, Z.Y. and Xu, Z. and Gerber, S. and Niethammer, M.",
        TITLE = "Adversarial Data Augmentation via Deformation Statistics",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 643-659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105350"}

@inproceedings{bb109042,
        AUTHOR = "Chu, P. and Bian, X. and Liu, S. and Ling, H.B.",
        TITLE = "Feature Space Augmentation for Long-tailed Data",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 694-710",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105351"}

@inproceedings{bb109043,
        AUTHOR = "Bernal, E.A.",
        TITLE = "Training Deep Generative Models in Highly Incomplete Data Scenarios
with Prior Regularization",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2631-2641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105352"}

@inproceedings{bb109044,
        AUTHOR = "Richardson, T.W. and Wu, W.C. and Lin, L. and Xu, B. and Bernal, E.A.",
        TITLE = "McFlow: Monte Carlo Flow Models for Data Imputation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14193-14202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105353"}

@inproceedings{bb109045,
        AUTHOR = "Koutilya, P.N.V.R. and Zhou, H. and Jacobs, D.",
        TITLE = "SharinGAN: Combining Synthetic and Real Data for Unsupervised
Geometry Estimation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13971-13980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105354"}

@inproceedings{bb109046,
        AUTHOR = "Hoffer, E. and Ben Nun, T. and Hubara, I. and Giladi, N. and Hoefler, T. and Soudry, D.",
        TITLE = "Augment Your Batch: Improving Generalization Through Instance
Repetition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8126-8135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105355"}

@inproceedings{bb109047,
        AUTHOR = "Jaipuria, N. and Zhang, X. and Bhasin, R. and Arafa, M. and Chakravarty, P. and Shrivastava, S. and Manglani, S. and Murali, V.N.",
        TITLE = "Deflating Dataset Bias Using Synthetic Data Augmentation",
        BOOKTITLE = DeepVision20,
        YEAR = "2020",
        PAGES = "3344-3353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105356"}

@inproceedings{bb109048,
        AUTHOR = "Kushwaha, A. and Gupta, S. and Bhanushali, A. and Dastidar, T.R.",
        TITLE = "Rapid Training Data Creation by Synthesizing Medical Images for
Classification and Localization",
        BOOKTITLE = Microscopy20,
        YEAR = "2020",
        PAGES = "4272-4279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105357"}

@inproceedings{bb109049,
        AUTHOR = "Cubuk, E.D. and Zoph, B. and Shlens, J. and Le, Q.V.",
        TITLE = "Randaugment: Practical automated data augmentation with a reduced
search space",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3008-3017",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105358"}

@inproceedings{bb109050,
        AUTHOR = "Luo, C. and Zhu, Y. and Jin, L. and Wang, Y.",
        TITLE = "Learn to Augment: Joint Data Augmentation and Network Optimization
for Text Recognition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13743-13752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105359"}

@inproceedings{bb109051,
        AUTHOR = "Smith, P. and Ricanek, K.",
        TITLE = "Mitigating Algorithmic Bias:
Evolving an Augmentation Policy that is Non-Biasing",
        BOOKTITLE = WACVWS20,
        YEAR = "2020",
        PAGES = "90-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105360"}

@inproceedings{bb109052,
        AUTHOR = "Mordido, G. and Yang, H. and Meinel, C.",
        TITLE = "microbatchGAN: Stimulating Diversity with Multi-Adversarial
Discrimination",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3050-3059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105361"}

@inproceedings{bb109053,
        AUTHOR = "Kar, A. and Prakash, A. and Liu, M. and Cameracci, E. and Yuan, J. and Rusiniak, M. and Acuna, D. and Torralba, A. and Fidler, S.",
        TITLE = "Meta-Sim: Learning to Generate Synthetic Datasets",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "4550-4559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105362"}

@inproceedings{bb109054,
        AUTHOR = "Bello, I. and Zoph, B. and Le, Q. and Vaswani, A. and Shlens, J.",
        TITLE = "Attention Augmented Convolutional Networks",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3285-3294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105363"}

@inproceedings{bb109055,
        AUTHOR = "Tang, Z.Q. and Peng, X. and Li, T.F. and Zhu, Y. and Metaxas, D.",
        TITLE = "AdaTransform: Adaptive Data Transformation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2998-3006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105364"}

@inproceedings{bb109056,
        AUTHOR = "Noguchi, A. and Harada, T.",
        TITLE = "Image Generation From Small Datasets via Batch Statistics Adaptation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2750-2758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105365"}

@inproceedings{bb109057,
        AUTHOR = "Chen, W. and Tian, L. and Fan, L. and Wang, Y.",
        TITLE = "Augmentation Invariant Training",
        BOOKTITLE = CEFRL19,
        YEAR = "2019",
        PAGES = "2963-2971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105366"}

@inproceedings{bb109058,
        AUTHOR = "Lin, C. and Guo, M. and Li, C. and Yuan, X. and Wu, W. and Yan, J. and Lin, D. and Ouyang, W.",
        TITLE = "Online Hyper-Parameter Learning for Auto-Augmentation Strategy",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6578-6587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105367"}

@inproceedings{bb109059,
        AUTHOR = "Hinterstoisser, S. and Pauly, O. and Heibel, H. and Martina, M. and Bokeloh, M.",
        TITLE = "An Annotation Saved is an Annotation Earned:
Using Fully Synthetic Training for Object Detection",
        BOOKTITLE = R6D19,
        YEAR = "2019",
        PAGES = "2787-2796",
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@inproceedings{bb109060,
        AUTHOR = "Fong, R.",
        TITLE = "Occlusions for Effective Data Augmentation in Image Classification",
        BOOKTITLE = VXAI19,
        YEAR = "2019",
        PAGES = "4158-4166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105369"}

@inproceedings{bb109061,
        AUTHOR = "Carlucci, F.M. and Russo, P. and Tommasi, T. and Caputo, B.",
        TITLE = "Hallucinating Agnostic Images to Generalize Across Domains",
        BOOKTITLE = TASKCV19,
        YEAR = "2019",
        PAGES = "3227-3234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105370"}

@inproceedings{bb109062,
        AUTHOR = "Hong, S.E. and Kang, S.I. and Cho, D.H.",
        TITLE = "Patch-Level Augmentation for Object Detection in Aerial Images",
        BOOKTITLE = VisDrone19,
        YEAR = "2019",
        PAGES = "127-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105371"}

@inproceedings{bb109063,
        AUTHOR = "Yu, A. and Grauman, K.",
        TITLE = "Thinking Outside the Pool: Active Training Image Creation for Relative
Attributes",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "708-718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105372"}

@inproceedings{bb109064,
        AUTHOR = "Cubuk, E.D. and Zoph, B. and Mane, D. and Vasudevan, V. and Le, Q.V.",
        TITLE = "AutoAugment: Learning Augmentation Strategies From Data",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "113-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105373"}

@inproceedings{bb109065,
        AUTHOR = "Luo, Z.X. and Shen, T. and Zhou, L. and Zhang, J.R. and Yao, Y. and Li, S. and Fang, T. and Quan, L.",
        TITLE = "ContextDesc: Local Descriptor Augmentation With Cross-Modality Context",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2522-2531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105374"}

@inproceedings{bb109066,
        AUTHOR = "Alipourfard, T. and Arefi, H.",
        TITLE = "Virtual Training Sample Generation by Generative Adversarial Networks
for Hyperspectral Images Classification",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "63-69",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105375"}

@inproceedings{bb109067,
        AUTHOR = "Hoffmann, D.T. and Tzionas, D. and Black, M.J. and Tang, S.",
        TITLE = "Learning to Train with Synthetic Humans",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "609-623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105376"}

@inproceedings{bb109068,
        AUTHOR = "Chen, Z. and Huang, Y. and Wang, L.",
        TITLE = "Augmented Visual-Semantic Embeddings for Image and Sentence Matching",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "290-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105377"}

@inproceedings{bb109069,
        AUTHOR = "Dou, Y.M. and Yu, X.R. and Li, J.P.",
        TITLE = "Feature GANs: A Model for Data Enhancement and Sample Balance of
Foreign Object Detection in High Voltage Transmission Lines",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "II:568-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105378"}

@inproceedings{bb109070,
        AUTHOR = "Bongini, P. and del Chiaro, R. and Bagdanov, A.D. and del Bimbo, A.",
        TITLE = "GADA: Generative Adversarial Data Augmentation for Image Quality
Assessment",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "II:214-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105379"}

@inproceedings{bb109071,
        AUTHOR = "Aguilar, E. and Radeva, P.",
        TITLE = "Class-Conditional Data Augmentation Applied to Image Classification",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "II:182-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105380"}

@inproceedings{bb109072,
        AUTHOR = "Carlson, A. and Skinner, K.A. and Vasudevan, R. and Johnson Roberson, M.",
        TITLE = "Modeling Camera Effects to Improve Visual Learning from Synthetic Data",
        BOOKTITLE = VLEASE18,
        YEAR = "2018",
        PAGES = "I:505-520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105381"}

@inproceedings{bb109073,
        AUTHOR = "Liu, S.J. and Ostadabbas, S.",
        TITLE = "A Semi-supervised Data Augmentation Approach Using 3D Graphical Engines",
        BOOKTITLE = HBU18,
        YEAR = "2018",
        PAGES = "II:395-408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105382"}

@inproceedings{bb109074,
        AUTHOR = "Milz, S. and Rudiger, T. and Suss, S.",
        TITLE = "Aerial GANeration: Towards Realistic Data Augmentation Using
Conditional GANs",
        BOOKTITLE = CVUAV18,
        YEAR = "2018",
        PAGES = "II:59-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105383"}

@inproceedings{bb109075,
        AUTHOR = "Patel, V. and Mujumdar, N. and Balasubramanian, P. and Marvaniya, S. and Mittal, A.",
        TITLE = "Data Augmentation Using Part Analysis for Shape Classification",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1223-1232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105384"}

@inproceedings{bb109076,
        AUTHOR = "Summers, C. and Dinneen, M.J.",
        TITLE = "Improved Mixed-Example Data Augmentation",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1262-1270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105385"}

@inproceedings{bb109077,
        AUTHOR = "Behpour, S. and Kitani, K. and Ziebart, B.",
        TITLE = "ADA: Adversarial Data Augmentation for Object Detection",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "1243-1252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105386"}

@inproceedings{bb109078,
        AUTHOR = "Pang, K.K. and Dong, M.Z. and Wu, Y. and Hospedales, T.M.",
        TITLE = "Dynamic Ensemble Active Learning:
A Non-Stationary Bandit with Expert Advice",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2269-2276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105387"}

@inproceedings{bb109079,
        AUTHOR = "Beluch, W.H. and Genewein, T. and Nurnberger, A. and Kohler, J.M.",
        TITLE = "The Power of Ensembles for Active Learning in Image Classification",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9368-9377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105388"}

@inproceedings{bb109080,
        AUTHOR = "Gasparetto, A. and Ressi, D. and Bergamasco, F. and Pistellato, M. and Cosmo, L. and Boschetti, M. and Ursella, E. and Albarelli, A.",
        TITLE = "Cross-Dataset Data Augmentation for Convolutional Neural Networks
Training",
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        YEAR = "2018",
        PAGES = "910-915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105389"}

@inproceedings{bb109081,
        AUTHOR = "Shi, H. and Wang, L. and Ding, G. and Yang, F. and Li, X.",
        TITLE = "Data Augmentation with Improved Generative Adversarial Networks",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "73-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105390"}

@inproceedings{bb109082,
        AUTHOR = "Liu, X. and Zou, Y. and Kong, L. and Diao, Z. and Yan, J. and Wang, J. and Li, S. and Jia, P. and You, J.",
        TITLE = "Data Augmentation via Latent Space Interpolation for Image
Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "728-733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105391"}

@inproceedings{bb109083,
        AUTHOR = "Huang, S.W. and Lin, C.T. and Chen, S.P. and Wu, Y.Y. and Hsu, P.H. and Lai, S.H.",
        TITLE = "AugGAN: Cross Domain Adaptation with GAN-Based Data Augmentation",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "IX: 731-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105392"}

@inproceedings{bb109084,
        AUTHOR = "Liu, B. and Wang, X.D. and Dixit, M. and Kwitt, R. and Vasconcelos, N.M.",
        TITLE = "Feature Space Transfer for Data Augmentation",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9090-9098",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105393"}

@inproceedings{bb109085,
        AUTHOR = "Merchant, A. and Syed, T. and Khan, B. and Munir, R.",
        TITLE = "Appearance-based data augmentation for image datasets using contrast
preserving sampling",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1235-1240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105394"}

@inproceedings{bb109086,
        AUTHOR = "Elezi, I. and Torcinovich, A. and Vascon, S. and Pelillo, M.",
        TITLE = "Transductive Label Augmentation for Improved Deep Network Learning",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1432-1437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105395"}

@inproceedings{bb109087,
        AUTHOR = "Nguyen, T.D. and Nguyen, V. and Le, T. and Phung, D.",
        TITLE = "Distributed data augmented support vector machine on Spark",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "498-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105396"}

@inproceedings{bb109088,
        AUTHOR = "d'Innocente, A. and Carlucci, F.M. and Colosi, M. and Caputo, B.",
        TITLE = "Bridging Between Computer and Robot Vision Through Data Augmentation:
A Case Study on Object Recognition",
        BOOKTITLE = CVS17,
        YEAR = "2017",
        PAGES = "384-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105397"}

@inproceedings{bb109089,
        AUTHOR = "Wong, S.C. and Gatt, A. and Stamatescu, V. and McDonnell, M.D.",
        TITLE = "Understanding Data Augmentation for Classification: When to Warp?",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105398"}

@inproceedings{bb109090,
        AUTHOR = "Fawzi, A. and Samulowitz, H. and Turaga, D. and Frossard, P.",
        TITLE = "Adaptive data augmentation for image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "3688-3692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT105399"}

@article{bb109091,
        AUTHOR = "Yeung, D.Y. and Chang, H.",
        TITLE = "Extending the relevant component analysis algorithm for metric learning
using both positive and negative equivalence constraints",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1007-1010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105400"}

@article{bb109092,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Locally linear metric adaptation with application to semi-supervised
clustering and image retrieval",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1253-1264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105401"}

@inproceedings{bb109093,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Stepwise Metric Adaptation Based on Semi-Supervised Learning for
Boosting Image Retrieval Performance",
        BOOKTITLE = BMVC05,
        YEAR = "2005",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105402"}

@inproceedings{bb109094,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Locally Smooth Metric Learning with Application to Image Retrieval",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105403"}

@article{bb109095,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Kernel-based distance metric learning for content-based image retrieval",
        JOURNAL = IVC,
        VOLUME = "25",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "695-703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105404"}

@inproceedings{bb109096,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Graph Laplacian Kernels for Object Classification from a Single Example",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "II: 2011-2016",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105405"}

@article{bb109097,
        AUTHOR = "Chang, H. and Yeung, D.Y. and Cheung, W.K.",
        TITLE = "Relaxational metric adaptation and its application to semi-supervised
clustering and content-based image retrieval",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1905-1917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105406"}

@article{bb109098,
        AUTHOR = "Lebanon, G.",
        TITLE = "Metric Learning for Text Documents",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "497-508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105407"}

@article{bb109099,
        AUTHOR = "Zhang, W. and Xue, X.Y. and Lu, H. and Guo, Y.F.",
        TITLE = "Discriminant neighborhood embedding for classification",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2240-2243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT105408"}

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