@article{bb126900,
AUTHOR = "Georgiadis, C. and Passalis, N. and Nikolaidis, N.",
TITLE = "A synthetic human-centric dataset generation pipeline for active
robotic vision",
JOURNAL = PRL,
VOLUME = "179",
YEAR = "2024",
PAGES = "17-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122979"}
@inproceedings{bb126901,
AUTHOR = "Faghri, F. and Pouransari, H. and Mehta, S. and Farajtabar, M. and Farhadi, A. and Rastegari, M. and Tuzel, O.",
TITLE = "Reinforce Data, Multiply Impact:
Improved Model Accuracy and Robustness with Dataset Reinforcement",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16986-16997",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122980"}
@inproceedings{bb126902,
AUTHOR = "Mohwald, A. and Jenicek, T. and Chum, O.",
TITLE = "Dark Side Augmentation:
Generating Diverse Night Examples for Metric Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "11119-11129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122981"}
@inproceedings{bb126903,
AUTHOR = "Hou, C.K. and Zhang, J. and Zhou, T.Y.",
TITLE = "When to Learn What: Model-Adaptive Data Augmentation Curriculum",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1717-1728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122982"}
@inproceedings{bb126904,
AUTHOR = "Liu, Y. and Yan, S. and Leal Taixe, L. and Hays, J. and Ramanan, D.",
TITLE = "Soft Augmentation for Image Classification",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16241-16250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122983"}
@inproceedings{bb126905,
AUTHOR = "Liu, H.T. and Son, K. and Yang, J.W. and Liu, C. and Gao, J.F. and Lee, Y.J. and Li, C.Y.",
TITLE = "Learning Customized Visual Models with Retrieval-Augmented Knowledge",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15148-15158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122984"}
@inproceedings{bb126906,
AUTHOR = "Yoshimura, M. and Otsuka, J. and Irie, A. and Ohashi, T.",
TITLE = "Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a
Wide Variety of Environments",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "14007-14017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122985"}
@inproceedings{bb126907,
AUTHOR = "Shen, Y.T. and Lee, H. and Kwon, H.S. and Bhattacharyya, S.S.",
TITLE = "Progressive Transformation Learning for Leveraging Virtual Images in
Training",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "835-844",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122986"}
@inproceedings{bb126908,
AUTHOR = "Tripathi, A. and Singh, R. and Chakraborty, A. and Shenoy, P.",
TITLE = "Edges to Shapes to Concepts: Adversarial Augmentation for Robust
Vision",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24470-24479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122987"}
@inproceedings{bb126909,
AUTHOR = "Li, L. and Li, A.G.",
TITLE = "A2-Aug: Adaptive Automated Data Augmentation",
BOOKTITLE = NAS23,
YEAR = "2023",
PAGES = "2267-2274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122988"}
@inproceedings{bb126910,
AUTHOR = "Tetkova, L. and Hansen, L.K.",
TITLE = "Robustness of Visual Explanations to Common Data Augmentation Methods",
BOOKTITLE = XAI4CV23,
YEAR = "2023",
PAGES = "3715-3720",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122989"}
@inproceedings{bb126911,
AUTHOR = "Zhang, L. and Zhang, S. and Xie, G. and Liu, J.Q. and Yan, H. and Wang, J.B. and Zheng, F. and Jin, Y.",
TITLE = "What Makes a Good Data Augmentation for Few-Shot Unsupervised Image
Anomaly Detection?",
BOOKTITLE = VISION23,
YEAR = "2023",
PAGES = "4345-4354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122990"}
@inproceedings{bb126912,
AUTHOR = "Sreenivas, M. and Biswas, S.",
TITLE = "Similar Class Style Augmentation for Efficient Cross-Domain Few-Shot
Learning",
BOOKTITLE = ECV23,
YEAR = "2023",
PAGES = "4590-4598",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122991"}
@inproceedings{bb126913,
AUTHOR = "Khmaissia, F. and Frigui, H.",
TITLE = "Improving Automatic Target Recognition in Low Data Regime using
Semi-Supervised Learning and Generative Data Augmentation",
BOOKTITLE = L3D-IVU23,
YEAR = "2023",
PAGES = "4931-4939",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122992"}
@inproceedings{bb126914,
AUTHOR = "Singla, S. and Murali, N. and Arabshahi, F. and Triantafyllou, S. and Batmanghelich, K.",
TITLE = "Augmentation by Counterfactual Explanation:
Fixing an Overconfident Classifier",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "4709-4719",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122993"}
@inproceedings{bb126915,
AUTHOR = "Lee, S. and Lee, H.",
TITLE = "Inducing Data Amplification Using Auxiliary Datasets in Adversarial
Training",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "4540-4549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122994"}
@inproceedings{bb126916,
AUTHOR = "Engilberge, M. and Shi, H.X. and Wang, Z. and Fua, P.",
TITLE = "Two-level Data Augmentation for Calibrated Multi-view Detection",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "128-136",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122995"}
@inproceedings{bb126917,
AUTHOR = "Yu, R.R. and Xu, Y.H. and Peng, H. and Chen, M.H.",
TITLE = "Enhancing Population Diversity by Integrating Iterative Local Search
with Deep Convolutional Generative Adversarial Networks (GANs)",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4722-4728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122996"}
@inproceedings{bb126918,
AUTHOR = "Tokieda, K. and Iwaguchi, T. and Kawasaki, H.",
TITLE = "Auto-Augmentation with Differentiable Renderer for High-frequency
Shape Recovery",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3952-3958",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122997"}
@inproceedings{bb126919,
AUTHOR = "Korschens, M. and Bodesheim, P. and Denzler, J.",
TITLE = "Occlusion-Robustness of Convolutional Neural Networks via Inverted
Cutout",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2829-2835",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122998"}
@inproceedings{bb126920,
AUTHOR = "Deschamps, S. and Sahbi, H.",
TITLE = "Reinforcement-based Display Selection for Frugal Learning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1186-1193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT122999"}
@inproceedings{bb126921,
AUTHOR = "Sun, R. and Masson, C. and Henaff, G. and Thome, N. and Cord, M.",
TITLE = "Swapping Semantic Contents for Mixing Images",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1280-1286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123000"}
@inproceedings{bb126922,
AUTHOR = "Yu, H. and Li, F.Z.",
TITLE = "Prototype Augmentation with Dummy Samples",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "5052-5059",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123001"}
@inproceedings{bb126923,
AUTHOR = "Al Afandi, J. and Magyar, B. and Horvath, A.",
TITLE = "Saliency Map Based Data Augmentation",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4751-4757",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123002"}
@inproceedings{bb126924,
AUTHOR = "Duboudin, T. and Dellandrea, E. and Abgrall, C. and Henaff, G. and Chen, L.M.",
TITLE = "Look Beyond Bias with Entropic Adversarial Data Augmentation",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2142-2148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123003"}
@inproceedings{bb126925,
AUTHOR = "Zanella, R.H. and de Castro Coelho, L.A. and Souza, V.M.A.",
TITLE = "TS-DENSE: Time Series Data Augmentation by Subclass Clustering",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1800-1806",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123004"}
@inproceedings{bb126926,
AUTHOR = "Liu, Z.C. and Li, S.Y. and Wu, D. and Liu, Z. and Chen, Z.Y. and Wu, L.R. and Li, S.Z.",
TITLE = "AutoMix: Unveiling the Power of Mixup for Stronger Classifiers",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIV:441-458",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123005"}
@inproceedings{bb126927,
AUTHOR = "Zhao, M.J. and Lu, S. and Wang, Z.X. and Wang, X.L. and Niu, D.",
TITLE = "LA3: Efficient Label-Aware AutoAugment",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXI:262-277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123006"}
@inproceedings{bb126928,
AUTHOR = "Yan, B.M. and Gao, K. and Gao, B. and Wang, L. and Yang, J. and Li, X.B.",
TITLE = "Unbiased Manifold Augmentation for Coarse Class Subdivision",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXV:484-499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123007"}
@inproceedings{bb126929,
AUTHOR = "Liu, J. and Liu, B. and Zhou, H. and Li, H.S. and Liu, Y.",
TITLE = "TokenMix: Rethinking Image Mixing for Data Augmentation in Vision
Transformers",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVI:455-471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123008"}
@inproceedings{bb126930,
AUTHOR = "Jean, R. and St Charles, P.L. and Pirk, S. and Brodeur, S.",
TITLE = "Self-Supervised Learning of Pose-Informed Latents",
BOOKTITLE = L3D-IVU22,
YEAR = "2022",
PAGES = "4006-4015",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123009"}
@inproceedings{bb126931,
AUTHOR = "Papakipos, Z. and Bitton, J.",
TITLE = "AugLy: Data Augmentations for Adversarial Robustness",
BOOKTITLE = ArtOfRobust22,
YEAR = "2022",
PAGES = "155-162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123010"}
@inproceedings{bb126932,
AUTHOR = "Kar, O.F. and Yeo, T. and Atanov, A. and Zamir, A.",
TITLE = "3D Common Corruptions and Data Augmentation",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "18941-18952",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123011"}
@inproceedings{bb126933,
AUTHOR = "Bai, Y. and Yang, Y.F. and Zhang, W. and Mei, T.",
TITLE = "Directional Self-supervised Learning for Heavy Image Augmentations",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "16671-16680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT123012"}
@inproceedings{bb126934,
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#TT123013"}
@inproceedings{bb126935,
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#TT123014"}
@inproceedings{bb126936,
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#TT123015"}
@inproceedings{bb126937,
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#TT123016"}
@inproceedings{bb126938,
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#TT123017"}
@inproceedings{bb126939,
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#TT123018"}
@inproceedings{bb126940,
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#TT123019"}
@inproceedings{bb126941,
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#TT123020"}
@inproceedings{bb126942,
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#TT123021"}
@inproceedings{bb126943,
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#TT123022"}
@inproceedings{bb126944,
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#TT123023"}
@inproceedings{bb126945,
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#TT123024"}
@inproceedings{bb126946,
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#TT123025"}
@inproceedings{bb126947,
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#TT123026"}
@inproceedings{bb126948,
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#TT123027"}
@inproceedings{bb126949,
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#TT123028"}
@inproceedings{bb126950,
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#TT123029"}
@inproceedings{bb126951,
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#TT123030"}
@inproceedings{bb126952,
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#TT123031"}
@inproceedings{bb126953,
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#TT123032"}
@inproceedings{bb126954,
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#TT123033"}
@inproceedings{bb126955,
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#TT123034"}
@inproceedings{bb126956,
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#TT123035"}
@inproceedings{bb126957,
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#TT123036"}
@inproceedings{bb126958,
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#TT123037"}
@inproceedings{bb126959,
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#TT123038"}
@inproceedings{bb126960,
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#TT123039"}
@inproceedings{bb126961,
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#TT123040"}
@inproceedings{bb126962,
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#TT123041"}
@inproceedings{bb126963,
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#TT123042"}
@inproceedings{bb126964,
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#TT123043"}
@inproceedings{bb126965,
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#TT123044"}
@inproceedings{bb126966,
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#TT123045"}
@inproceedings{bb126967,
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#TT123046"}
@inproceedings{bb126968,
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#TT123047"}
@inproceedings{bb126969,
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#TT123048"}
@inproceedings{bb126970,
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#TT123049"}
@inproceedings{bb126971,
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#TT123050"}
@inproceedings{bb126972,
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#TT123051"}
@inproceedings{bb126973,
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#TT123052"}
@inproceedings{bb126974,
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#TT123053"}
@inproceedings{bb126975,
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#TT123054"}
@inproceedings{bb126976,
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#TT123055"}
@inproceedings{bb126977,
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#TT123056"}
@inproceedings{bb126978,
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#TT123057"}
@inproceedings{bb126979,
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#TT123058"}
@inproceedings{bb126980,
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#TT123059"}
@inproceedings{bb126981,
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#TT123060"}
@inproceedings{bb126982,
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#TT123061"}
@inproceedings{bb126983,
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#TT123062"}
@inproceedings{bb126984,
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#TT123063"}
@inproceedings{bb126985,
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#TT123064"}
@inproceedings{bb126986,
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#TT123065"}
@inproceedings{bb126987,
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#TT123066"}
@inproceedings{bb126988,
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#TT123067"}
@inproceedings{bb126989,
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#TT123068"}
@inproceedings{bb126990,
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#TT123069"}
@inproceedings{bb126991,
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#TT123070"}
@inproceedings{bb126992,
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#TT123071"}
@inproceedings{bb126993,
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#TT123072"}
@inproceedings{bb126994,
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#TT123073"}
@inproceedings{bb126995,
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#TT123074"}
@inproceedings{bb126996,
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#TT123075"}
@inproceedings{bb126997,
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#TT123076"}
@inproceedings{bb126998,
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#TT123077"}
@inproceedings{bb126999,
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#TT123078"}
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