@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"}