@article{bb110100,
        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#TT106408"}

@article{bb110101,
        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#TT106409"}

@article{bb110102,
        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#TT106410"}

@article{bb110103,
        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#TT106411"}

@article{bb110104,
        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#TT106412"}

@inproceedings{bb110105,
        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#TT106413"}

@inproceedings{bb110106,
        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#TT106414"}

@article{bb110107,
        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#TT106415"}

@article{bb110108,
        AUTHOR = "Xie, H. and Chen, Y. 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#TT106416"}

@article{bb110109,
        AUTHOR = "Peng, D. and Lei, Y. 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#TT106417"}

@article{bb110110,
        AUTHOR = "Wang, H. and Wang, Q. 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#TT106418"}

@inproceedings{bb110111,
        AUTHOR = "Zhang, Y.X. and Ling, H. and Gao, J. and Yin, K.X. and Lafleche, J.F. and Barriuso, A. and Torralba, A. and Fidler, S.",
        TITLE = "DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10140-10150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106419"}

@inproceedings{bb110112,
        AUTHOR = "Gong, C.Y. and Ren, T.Z. and Ye, M. and Liu, Q.",
        TITLE = "MaxUp: Lightweight Adversarial Training with Data Augmentation
Improves Neural Network Training",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2474-2483",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106420"}

@inproceedings{bb110113,
        AUTHOR = "Reed, C.J. and Metzger, S. and Srinivas, A. and Darrell, T.J. and Keutzer, K.",
        TITLE = "SelfAugment:
Automatic Augmentation Policies for Self-Supervised Learning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2673-2682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106421"}

@inproceedings{bb110114,
        AUTHOR = "Nishi, K. and Ding, Y. and Rich, A. and Hollerer, T.",
        TITLE = "Augmentation Strategies for Learning with Noisy Labels",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8018-8027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106422"}

@inproceedings{bb110115,
        AUTHOR = "Li, B. and Wu, F. and Lim, S.N. and Belongie, S. and Weinberger, K.Q.",
        TITLE = "On Feature Normalization and Data Augmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12378-12387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106423"}

@inproceedings{bb110116,
        AUTHOR = "Hong, M. and Choi, J. and Kim, G.",
        TITLE = "StyleMix: Separating Content and Style for Enhanced Data Augmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "14857-14865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106424"}

@inproceedings{bb110117,
        AUTHOR = "Gudovskiy, D. and Rigazio, L. and Ishizaka, S. and Kozuka, K. and Tsukizawa, S.",
        TITLE = "AutoDO: Robust AutoAugment for Biased Data with Label Noise via
Scalable Probabilistic Implicit Differentiation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "16596-16605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106425"}

@inproceedings{bb110118,
        AUTHOR = "Gong, C.Y. and Wang, D. and Li, M. and Chandra, V. and Liu, Q.",
        TITLE = "KeepAugment:
A Simple Information-Preserving Data Augmentation Approach",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "1055-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106426"}

@inproceedings{bb110119,
        AUTHOR = "Dabouei, A. and Soleymani, S. and Taherkhani, F. and Nasrabadi, N.M.",
        TITLE = "SuperMix: Supervising the Mixing Data Augmentation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "13789-13798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106427"}

@inproceedings{bb110120,
        AUTHOR = "Hao, W. and El Khamy, M. and Lee, J. and Zhang, J.Y. and Liang, K.J. and Chen, C.Y. 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#TT106428"}

@inproceedings{bb110121,
        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#TT106429"}

@inproceedings{bb110122,
        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#TT106430"}

@inproceedings{bb110123,
        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#TT106431"}

@inproceedings{bb110124,
        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#TT106432"}

@inproceedings{bb110125,
        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#TT106433"}

@inproceedings{bb110126,
        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#TT106434"}

@inproceedings{bb110127,
        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#TT106435"}

@inproceedings{bb110128,
        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#TT106436"}

@inproceedings{bb110129,
        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#TT106437"}

@inproceedings{bb110130,
        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#TT106438"}

@inproceedings{bb110131,
        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#TT106439"}

@inproceedings{bb110132,
        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#TT106440"}

@inproceedings{bb110133,
        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#TT106441"}

@inproceedings{bb110134,
        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#TT106442"}

@inproceedings{bb110135,
        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#TT106443"}

@inproceedings{bb110136,
        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#TT106444"}

@inproceedings{bb110137,
        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#TT106445"}

@inproceedings{bb110138,
        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#TT106446"}

@inproceedings{bb110139,
        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#TT106447"}

@inproceedings{bb110140,
        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#TT106448"}

@inproceedings{bb110141,
        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#TT106449"}

@inproceedings{bb110142,
        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#TT106450"}

@inproceedings{bb110143,
        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#TT106451"}

@inproceedings{bb110144,
        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#TT106452"}

@inproceedings{bb110145,
        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#TT106453"}

@inproceedings{bb110146,
        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#TT106454"}

@inproceedings{bb110147,
        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#TT106455"}

@inproceedings{bb110148,
        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#TT106456"}

@inproceedings{bb110149,
        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#TT106457"}

@inproceedings{bb110150,
        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#TT106458"}

@inproceedings{bb110151,
        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#TT106459"}

@inproceedings{bb110152,
        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#TT106460"}

@inproceedings{bb110153,
        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#TT106461"}

@inproceedings{bb110154,
        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#TT106462"}

@inproceedings{bb110155,
        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#TT106463"}

@inproceedings{bb110156,
        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#TT106464"}

@inproceedings{bb110157,
        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#TT106465"}

@inproceedings{bb110158,
        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#TT106466"}

@inproceedings{bb110159,
        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#TT106467"}

@inproceedings{bb110160,
        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#TT106468"}

@inproceedings{bb110161,
        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#TT106469"}

@inproceedings{bb110162,
        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#TT106470"}

@inproceedings{bb110163,
        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#TT106471"}

@inproceedings{bb110164,
        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#TT106472"}

@inproceedings{bb110165,
        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#TT106473"}

@inproceedings{bb110166,
        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#TT106474"}

@inproceedings{bb110167,
        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#TT106475"}

@inproceedings{bb110168,
        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#TT106476"}

@inproceedings{bb110169,
        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#TT106477"}

@inproceedings{bb110170,
        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#TT106478"}

@inproceedings{bb110171,
        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#TT106479"}

@inproceedings{bb110172,
        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#TT106480"}

@inproceedings{bb110173,
        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#TT106481"}

@inproceedings{bb110174,
        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#TT106482"}

@inproceedings{bb110175,
        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#TT106483"}

@inproceedings{bb110176,
        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#TT106484"}

@inproceedings{bb110177,
        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#TT106485"}

@inproceedings{bb110178,
        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#TT106486"}

@inproceedings{bb110179,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT106487"}

@inproceedings{bb110180,
        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#TT106488"}

@inproceedings{bb110181,
        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#TT106489"}

@inproceedings{bb110182,
        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#TT106490"}

@inproceedings{bb110183,
        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#TT106491"}

@inproceedings{bb110184,
        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#TT106492"}

@inproceedings{bb110185,
        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#TT106493"}

@inproceedings{bb110186,
        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#TT106494"}

@inproceedings{bb110187,
        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#TT106495"}

@inproceedings{bb110188,
        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#TT106496"}

@inproceedings{bb110189,
        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#TT106497"}

@inproceedings{bb110190,
        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#TT106498"}

@inproceedings{bb110191,
        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#TT106499"}

@inproceedings{bb110192,
        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#TT106500"}

@inproceedings{bb110193,
        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#TT106501"}

@inproceedings{bb110194,
        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#TT106502"}

@inproceedings{bb110195,
        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#TT106503"}

@inproceedings{bb110196,
        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#TT106504"}

@inproceedings{bb110197,
        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#TT106505"}

@inproceedings{bb110198,
        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#TT106506"}

@inproceedings{bb110199,
        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#TT106507"}

Last update:Nov 30, 2021 at 22:19:38