@inproceedings{bb139800,
AUTHOR = "Suzuki, T.",
TITLE = "TeachAugment: Data Augmentation Optimization Using Teacher Knowledge",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10894-10904",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135802"}
@inproceedings{bb139801,
AUTHOR = "Sattarzadeh, S. and Shalmani, S.M. and Azad, S.",
TITLE = "Mitigating Paucity of Data in Sinusoid Characterization Using
Generative Synthetic Noise",
BOOKTITLE = VDU22,
YEAR = "2022",
PAGES = "4839-4848",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135803"}
@inproceedings{bb139802,
AUTHOR = "Lee, S. and Hwang, I. and Kang, G.C. and Zhang, B.T.",
TITLE = "Improving Robustness to Texture Bias via Shape-focused Augmentation",
BOOKTITLE = HCIS22,
YEAR = "2022",
PAGES = "4322-4330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135804"}
@inproceedings{bb139803,
AUTHOR = "Wen, H. and Wu, Y. and Li, J.J. and Duan, H.C.",
TITLE = "Communication-Efficient Federated Data Augmentation on Non-IID Data",
BOOKTITLE = FedVision22,
YEAR = "2022",
PAGES = "3376-3385",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135805"}
@inproceedings{bb139804,
AUTHOR = "Liu, X.C. and Yang, Y.L. and Hall, P.",
TITLE = "Geometric and Textural Augmentation for Domain Gap Reduction",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "14320-14330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135806"}
@inproceedings{bb139805,
AUTHOR = "Singh, V.V. and Kambhamettu, C.",
TITLE = "AIM: an Auto-Augmenter for Images and Meshes",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "712-721",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135807"}
@inproceedings{bb139806,
AUTHOR = "Prakash, A. and Debnath, S. and Lafleche, J.F. and Cameracci, E. and State, G. and Birchfield, S. and Law, M.T.",
TITLE = "Self-Supervised Real-to-Sim Scene Generation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "16024-16034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135808"}
@inproceedings{bb139807,
AUTHOR = "Liu, A. and Huang, Z. and Huang, Z.W. and Wang, N.Y.",
TITLE = "Direct Differentiable Augmentation Search",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "12199-12208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135809"}
@inproceedings{bb139808,
AUTHOR = "Muller, S.G. and Hutter, F.",
TITLE = "TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "754-762",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135810"}
@inproceedings{bb139809,
AUTHOR = "Liu, Z.R. and Jin, H.F. and Wang, T.H. and Zhou, K.X. and Hu, X.",
TITLE = "DivAug: Plug-in Automated Data Augmentation with Explicit Diversity
Maximization",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "4742-4750",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135811"}
@inproceedings{bb139810,
AUTHOR = "Sun, C. and Nagrani, A. and Tian, Y.L. and Schmid, C.",
TITLE = "Composable Augmentation Encoding for Video Representation Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "8814-8824",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135812"}
@inproceedings{bb139811,
AUTHOR = "Patrick, D. and Geyer, M. and Tran, R. and Fernandez, A.",
TITLE = "Reconstructive Training for Real-World Robustness in Image
Classification",
BOOKTITLE = Novelty22,
YEAR = "2022",
PAGES = "251-260",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135813"}
@inproceedings{bb139812,
AUTHOR = "Hataya, R. and Zdenek, J. and Yoshizoe, K. and Nakayama, H.",
TITLE = "Meta Approach to Data Augmentation Optimization",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3535-3544",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135814"}
@inproceedings{bb139813,
AUTHOR = "Atienza, R.",
TITLE = "Improving Model Generalization by Agreement of Learned
Representations from Data Augmentation",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3927-3936",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135815"}
@inproceedings{bb139814,
AUTHOR = "Nekrasov, A. and Schult, J. and Litany, O. and Leibe, B. and Engelmann, F.",
TITLE = "Mix3D: Out-of-Context Data Augmentation for 3D Scenes",
BOOKTITLE = "3DV21",
YEAR = "2021",
PAGES = "116-125",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135816"}
@inproceedings{bb139815,
AUTHOR = "Shibata, T. and Tanaka, M. and Okutomi, M.",
TITLE = "Geometric Data Augmentation Based on Feature Map Ensemble",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "904-908",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135817"}
@inproceedings{bb139816,
AUTHOR = "Cohen, J. and Crispim Junior, C. and Chiappa, J.M. and Tougne, L.",
TITLE = "Training An Embedded Object Detector for Industrial Settings Without
Real Images",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "714-718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135818"}
@inproceedings{bb139817,
AUTHOR = "Arar, M. and Shamir, A. and Bermano, A.",
TITLE = "InAugment: Improving Classifiers via Internal Augmentation",
BOOKTITLE = ILDAV21,
YEAR = "2021",
PAGES = "1698-1707",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135819"}
@inproceedings{bb139818,
AUTHOR = "Pennisi, M. and Palazzo, S. and Spampinato, C.",
TITLE = "Self-improving classification performance through GAN distillation",
BOOKTITLE = ILDAV21,
YEAR = "2021",
PAGES = "1640-1648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT135820"}
@inproceedings{bb139819,
AUTHOR = "Zhang, Y.X. and Ling, H. and Gao, J. and Yin, K.X. and Lafleche, J.F. and Barriuso, A. and Torralba, A.B. 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#TT135821"}
@inproceedings{bb139820,
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#TT135822"}
@inproceedings{bb139821,
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#TT135823"}
@inproceedings{bb139822,
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#TT135824"}
@inproceedings{bb139823,
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#TT135825"}
@inproceedings{bb139824,
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#TT135826"}
@inproceedings{bb139825,
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#TT135827"}
@inproceedings{bb139826,
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#TT135828"}
@inproceedings{bb139827,
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#TT135829"}
@inproceedings{bb139828,
AUTHOR = "Yang, Y.D. and Sheng, L. and Jiang, X.L. and Wang, H.C. 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#TT135830"}
@inproceedings{bb139829,
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#TT135831"}
@inproceedings{bb139830,
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#TT135832"}
@inproceedings{bb139831,
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#TT135833"}
@inproceedings{bb139832,
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#TT135834"}
@inproceedings{bb139833,
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#TT135835"}
@inproceedings{bb139834,
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#TT135836"}
@inproceedings{bb139835,
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#TT135837"}
@inproceedings{bb139836,
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#TT135838"}
@inproceedings{bb139837,
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#TT135839"}
@inproceedings{bb139838,
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#TT135840"}
@inproceedings{bb139839,
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#TT135841"}
@inproceedings{bb139840,
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#TT135842"}
@inproceedings{bb139841,
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#TT135843"}
@inproceedings{bb139842,
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#TT135844"}
@inproceedings{bb139843,
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#TT135845"}
@inproceedings{bb139844,
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#TT135846"}
@inproceedings{bb139845,
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#TT135847"}
@inproceedings{bb139846,
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#TT135848"}
@inproceedings{bb139847,
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#TT135849"}
@inproceedings{bb139848,
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#TT135850"}
@inproceedings{bb139849,
AUTHOR = "Chen, Y.L. 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#TT135851"}
@inproceedings{bb139850,
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#TT135852"}
@inproceedings{bb139851,
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#TT135853"}
@inproceedings{bb139852,
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#TT135854"}
@inproceedings{bb139853,
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#TT135855"}
@inproceedings{bb139854,
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#TT135856"}
@inproceedings{bb139855,
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#TT135857"}
@inproceedings{bb139856,
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#TT135858"}
@inproceedings{bb139857,
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#TT135859"}
@inproceedings{bb139858,
AUTHOR = "Tong, Y.H. and Wang, A.J. 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#TT135860"}
@inproceedings{bb139859,
AUTHOR = "Tang, Z.Q. and Gao, Y.H. and Karlinsky, L. and Sattigeri, P. and Feris, R.S. 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#TT135861"}
@inproceedings{bb139860,
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#TT135862"}
@inproceedings{bb139861,
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#TT135863"}
@inproceedings{bb139862,
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#TT135864"}
@inproceedings{bb139863,
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#TT135865"}
@inproceedings{bb139864,
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#TT135866"}
@inproceedings{bb139865,
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#TT135867"}
@inproceedings{bb139866,
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#TT135868"}
@inproceedings{bb139867,
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#TT135869"}
@inproceedings{bb139868,
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#TT135870"}
@inproceedings{bb139869,
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#TT135871"}
@inproceedings{bb139870,
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#TT135872"}
@inproceedings{bb139871,
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#TT135873"}
@inproceedings{bb139872,
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#TT135874"}
@inproceedings{bb139873,
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#TT135875"}
@inproceedings{bb139874,
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#TT135876"}
@inproceedings{bb139875,
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#TT135877"}
@inproceedings{bb139876,
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#TT135878"}
@inproceedings{bb139877,
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#TT135879"}
@inproceedings{bb139878,
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#TT135880"}
@inproceedings{bb139879,
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#TT135881"}
@inproceedings{bb139880,
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#TT135882"}
@inproceedings{bb139881,
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#TT135883"}
@inproceedings{bb139882,
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#TT135884"}
@inproceedings{bb139883,
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#TT135885"}
@inproceedings{bb139884,
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#TT135886"}
@inproceedings{bb139885,
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#TT135887"}
@inproceedings{bb139886,
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#TT135888"}
@inproceedings{bb139887,
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#TT135889"}
@inproceedings{bb139888,
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#TT135890"}
@inproceedings{bb139889,
AUTHOR = "Luo, Z.X. and Shen, T.W. and Zhou, L. and Zhang, J.R. and Yao, Y. and Li, S.W. 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#TT135891"}
@inproceedings{bb139890,
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#TT135892"}
@inproceedings{bb139891,
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#TT135893"}
@inproceedings{bb139892,
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#TT135894"}
@inproceedings{bb139893,
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#TT135895"}
@inproceedings{bb139894,
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#TT135896"}
@inproceedings{bb139895,
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#TT135897"}
@inproceedings{bb139896,
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#TT135898"}
@inproceedings{bb139897,
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#TT135899"}
@inproceedings{bb139898,
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#TT135900"}
@inproceedings{bb139899,
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#TT135901"}
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