@inproceedings{bb121300,
        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#TT117454"}

@inproceedings{bb121301,
        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#TT117455"}

@inproceedings{bb121302,
        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#TT117456"}

@inproceedings{bb121303,
        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#TT117457"}

@inproceedings{bb121304,
        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#TT117458"}

@inproceedings{bb121305,
        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#TT117459"}

@inproceedings{bb121306,
        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#TT117460"}

@inproceedings{bb121307,
        AUTHOR = "Chen, Y. and Hu, V.T. and Gavves, E. and Mensink, T. and Mettes, P.S. 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#TT117461"}

@inproceedings{bb121308,
        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#TT117462"}

@inproceedings{bb121309,
        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#TT117463"}

@inproceedings{bb121310,
        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#TT117464"}

@inproceedings{bb121311,
        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#TT117465"}

@inproceedings{bb121312,
        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#TT117466"}

@inproceedings{bb121313,
        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#TT117467"}

@inproceedings{bb121314,
        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#TT117468"}

@inproceedings{bb121315,
        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#TT117469"}

@inproceedings{bb121316,
        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#TT117470"}

@inproceedings{bb121317,
        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#TT117471"}

@inproceedings{bb121318,
        AUTHOR = "Tang, Z.Q. and Gao, Y.H. and Karlinsky, L. and Sattigeri, P. and Feris, R. and Metaxas, D.N.",
        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#TT117472"}

@inproceedings{bb121319,
        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#TT117473"}

@inproceedings{bb121320,
        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#TT117474"}

@inproceedings{bb121321,
        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#TT117475"}

@inproceedings{bb121322,
        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#TT117476"}

@inproceedings{bb121323,
        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#TT117477"}

@inproceedings{bb121324,
        AUTHOR = "Olut, S. and Shen, Z.Y. and Xu, Z.L. 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#TT117478"}

@inproceedings{bb121325,
        AUTHOR = "Chu, P. and Bian, X. and Liu, S.P. 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#TT117479"}

@inproceedings{bb121326,
        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#TT117480"}

@inproceedings{bb121327,
        AUTHOR = "Richardson, T.W. and Wu, W.C. and Lin, L. and Xu, B.L. 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#TT117481"}

@inproceedings{bb121328,
        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#TT117482"}

@inproceedings{bb121329,
        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#TT117483"}

@inproceedings{bb121330,
        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#TT117484"}

@inproceedings{bb121331,
        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#TT117485"}

@inproceedings{bb121332,
        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#TT117486"}

@inproceedings{bb121333,
        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#TT117487"}

@inproceedings{bb121334,
        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#TT117488"}

@inproceedings{bb121335,
        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#TT117489"}

@inproceedings{bb121336,
        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#TT117490"}

@inproceedings{bb121337,
        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#TT117491"}

@inproceedings{bb121338,
        AUTHOR = "Tang, Z.Q. and Peng, X. and Li, T.F. and Zhu, Y.Z. and Metaxas, D.N.",
        TITLE = "AdaTransform: Adaptive Data Transformation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2998-3006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT117492"}

@inproceedings{bb121339,
        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#TT117493"}

@inproceedings{bb121340,
        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#TT117494"}

@inproceedings{bb121341,
        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#TT117495"}

@inproceedings{bb121342,
        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#TT117496"}

@inproceedings{bb121343,
        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#TT117497"}

@inproceedings{bb121344,
        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#TT117498"}

@inproceedings{bb121345,
        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#TT117499"}

@inproceedings{bb121346,
        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#TT117500"}

@inproceedings{bb121347,
        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#TT117501"}

@inproceedings{bb121348,
        AUTHOR = "Luo, Z.X. and Shen, T.W. 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#TT117502"}

@inproceedings{bb121349,
        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#TT117503"}

@inproceedings{bb121350,
        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#TT117504"}

@inproceedings{bb121351,
        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#TT117505"}

@inproceedings{bb121352,
        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#TT117506"}

@inproceedings{bb121353,
        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#TT117507"}

@inproceedings{bb121354,
        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#TT117508"}

@inproceedings{bb121355,
        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#TT117509"}

@inproceedings{bb121356,
        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#TT117510"}

@inproceedings{bb121357,
        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#TT117511"}

@inproceedings{bb121358,
        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#TT117512"}

@inproceedings{bb121359,
        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#TT117513"}

@inproceedings{bb121360,
        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#TT117514"}

@inproceedings{bb121361,
        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#TT117515"}

@inproceedings{bb121362,
        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#TT117516"}

@inproceedings{bb121363,
        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",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "910-915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT117517"}

@inproceedings{bb121364,
        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#TT117518"}

@inproceedings{bb121365,
        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#TT117519"}

@inproceedings{bb121366,
        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#TT117520"}

@inproceedings{bb121367,
        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#TT117521"}

@inproceedings{bb121368,
        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#TT117522"}

@inproceedings{bb121369,
        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#TT117523"}

@inproceedings{bb121370,
        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#TT117524"}

@inproceedings{bb121371,
        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#TT117525"}

@inproceedings{bb121372,
        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#TT117526"}

@inproceedings{bb121373,
        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#TT117527"}

@article{bb121374,
        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#TT117528"}

@article{bb121375,
        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#TT117529"}

@inproceedings{bb121376,
        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#TT117530"}

@inproceedings{bb121377,
        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#TT117531"}

@article{bb121378,
        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#TT117532"}

@inproceedings{bb121379,
        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#TT117533"}

@article{bb121380,
        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#TT117534"}

@article{bb121381,
        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#TT117535"}

@article{bb121382,
        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#TT117536"}

@article{bb121383,
        AUTHOR = "Zhang, W. and Xue, X.Y. and Sun, Z.C. and Lu, H. and Guo, Y.F.",
        TITLE = "Metric learning by discriminant neighborhood embedding",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2086-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117537"}

@article{bb121384,
        AUTHOR = "Liu, R.S. and Lin, Z.C. and Su, Z.X. and Tang, K.W.",
        TITLE = "Feature extraction by learning Lorentzian metric tensor and its
extensions",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3298-3306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117538"}

@article{bb121385,
        AUTHOR = "Fu, Y. and Li, Z. and Huang, T.S. and Katsaggelos, A.K.",
        TITLE = "Locally adaptive subspace and similarity metric learning for visual
data clustering and retrieval",
        JOURNAL = CVIU,
        VOLUME = "110",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "390-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117539"}

@article{bb121386,
        AUTHOR = "Sun, S.L.",
        TITLE = "Local within-class accuracies for weighting individual outputs in
multiple classifier systems",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "119-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117540"}

@article{bb121387,
        AUTHOR = "Yin, X.S. and Chen, S.C. and Hu, E.L. and Zhang, D.Q.",
        TITLE = "Semi-supervised clustering with metric learning:
An adaptive kernel method",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1320-1333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117541"}

@article{bb121388,
        AUTHOR = "Baghshah, M.S. and Shouraki, S.B.",
        TITLE = "Non-linear metric learning using pairwise similarity and dissimilarity
constraints and the geometrical structure of data",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2982-2992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117542"}

@inproceedings{bb121389,
        AUTHOR = "Babagholami Mohamadabadi, B. and Roostaiyan, S.M. and Zarghami, A. and Baghshah, M.S.",
        TITLE = "Multi-Modal Distance Metric Learning:
A Bayesian Non-parametric Approach",
        BOOKTITLE = TASKCV14,
        YEAR = "2014",
        PAGES = "63-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117543"}

@article{bb121390,
        AUTHOR = "Geng, B. and Tao, D.C. and Xu, C.",
        TITLE = "DAML: Domain Adaptation Metric Learning",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2980-2989",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117544"}

@article{bb121391,
        AUTHOR = "Geng, B. and Tao, D.C. and Xu, C. and Yang, L.J. and Hua, X.S.",
        TITLE = "Ensemble Manifold Regularization",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1227-1233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117545"}

@inproceedings{bb121392,
        AUTHOR = "Geng, B. and Xu, C. and Tao, D.C. and Yang, L.J. and Hua, X.S.",
        TITLE = "Ensemble manifold regularization",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "2396-2402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117546"}

@article{bb121393,
        AUTHOR = "Yu, Y.L. and Jiang, J.Y. and Zhang, L.M.",
        TITLE = "Distance metric learning by minimal distance maximization",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "639-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117547"}

@article{bb121394,
        AUTHOR = "Mian, A.S. and Hu, Y.Q. and Hartley, R.I. and Owens, R.A.",
        TITLE = "Image Set Based Face Recognition Using Self-Regularized Non-Negative
Coding and Adaptive Distance Metric Learning",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "5252-5262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117548"}

@article{bb121395,
        AUTHOR = "Wang, Q.Y. and Yuen, P.C. and Feng, G.C.",
        TITLE = "Semi-supervised metric learning via topology preserving multiple
semi-supervised assumptions",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2576-2587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117549"}

@article{bb121396,
        AUTHOR = "Assi, K.C. and Labelle, H. and Cheriet, F.",
        TITLE = "Modified Large Margin Nearest Neighbor Metric Learning for Regression",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "292-296",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117550"}

@article{bb121397,
        AUTHOR = "Al Halah, Z. and Rybok, L. and Stiefelhagen, R.",
        TITLE = "Transfer metric learning for action similarity using high-level
semantics",
        JOURNAL = PRL,
        VOLUME = "72",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "82-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117551"}

@inproceedings{bb121398,
        AUTHOR = "Al Halah, Z. and Rybok, L. and Stiefelhagen, R.",
        TITLE = "What to Transfer? High-Level Semantics in Transfer Metric Learning
for Action Similarity",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2775-2780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117552"}

@article{bb121399,
        AUTHOR = "Wang, J. and Deng, Z.H. and Choi, K.S. and Jiang, Y.Z. and Luo, X.Q. and Chung, F.L. and Wang, S.T.",
        TITLE = "Distance metric learning for soft subspace clustering in composite
kernel space",
        JOURNAL = PR,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "113-134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT117553"}

Last update: