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AUTHOR = "Rahat, F. and Hossain, M.S. and Ahmed, M.R. and Jha, S.K. and Ewetz, R.",
TITLE = "Data Augmentation for Image Classification Using Generative AI",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "4173-4182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141743"}
@inproceedings{bb145801,
AUTHOR = "Chen, Y.C. and Li, X.T. and Li, Y. and Zeng, Y.H. and Wu, J.Z. and Zhao, X.Y. and Chen, K.",
TITLE = "Auto Cherry-Picker: Learning from High-quality Generative Data
Driven by Language",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "19952-19962",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141744"}
@inproceedings{bb145802,
AUTHOR = "Shanmugam, D. and Lu, H. and Sankaranarayanan, S. and Guttag, J.",
TITLE = "Test-time augmentation improves efficiency in conformal prediction",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20622-20631",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141745"}
@inproceedings{bb145803,
AUTHOR = "Ren, H.R. and Tang, F. and Zhao, H. and Wang, Z.X. and Guo, D.D. and Chang, Y.",
TITLE = "Beyond Words: Augmenting Discriminative Richness via Diffusions in
Unsupervised Prompt Learning",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25135-25144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141746"}
@inproceedings{bb145804,
AUTHOR = "Wang, Y.H. and Chen, L.",
TITLE = "Inversion Circle Interpolation: Diffusion-based Image Augmentation
for Data-scarce Classification",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25560-25569",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141747"}
@inproceedings{bb145805,
AUTHOR = "Roy, A. and Shah, A. and Shah, K. and Roy, A. and Chellappa, R.",
TITLE = "Cap2Aug: Caption Guided Image data Augmentation",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "9125-9135",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141748"}
@inproceedings{bb145806,
AUTHOR = "Al Rahat, A. and Venkateswara, H.",
TITLE = "Dataset Augmentation by Mixing Visual Concepts",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "3866-3875",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141749"}
@inproceedings{bb145807,
AUTHOR = "Qin, H.F. and Jin, X. and Zhu, H.Y. and Liao, H.C. and El Yacoubi, M.A. and Gao, X.B.",
TITLE = "SUMix: Mixup with Semantic and Uncertain Information",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXVII: 70-88",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141750"}
@inproceedings{bb145808,
AUTHOR = "Kim, J.M. and Bader, J. and Alaniz, S. and Schmid, C. and Akata, Z.",
TITLE = "Datadream: Few-shot Guided Dataset Generation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXI: 252-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141751"}
@inproceedings{bb145809,
AUTHOR = "Qian, Q. and Xu, Y.H. and Hu, J.",
TITLE = "SEA: Semantic Adversarial Augmentation for Last Layer Features from
Unsupervised Representation Learning",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXVIII: 1-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141752"}
@inproceedings{bb145810,
AUTHOR = "Bekor, T. and Nayman, N. and Zelnik Manor, L.",
TITLE = "Freeaugment: Data Augmentation Search Across All Degrees of Freedom",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXVII: 36-53",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141753"}
@inproceedings{bb145811,
AUTHOR = "Yang, S. and Shen, F. and Zhao, J.",
TITLE = "Entaugment: Entropy-driven Adaptive Data Augmentation Framework for
Image Classification",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVI: 197-214",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141754"}
@inproceedings{bb145812,
AUTHOR = "Lee, H. and Zhang, Y. and Kwon, H.S. and Bhattacharyya, S.S.",
TITLE = "Exploring the Potential of Synthetic Data to Replace Real Data",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1005-1011",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141755"}
@inproceedings{bb145813,
AUTHOR = "Chen, H.H. and Zhao, B.Q. and Yue, G.H. and Liu, W. and Lv, C.L. and Wang, R.M. and Zhou, F.",
TITLE = "CLIP-Medfake: Synthetic Data Augmentation with AI-Generated Content
for Improved Medical Image Classification",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "3854-3860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141756"}
@inproceedings{bb145814,
AUTHOR = "Ozturk, E. and Prabhushankar, M. and Al Regib, G.",
TITLE = "Intelligent Multi-View Test Time Augmentation",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "617-623",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141757"}
@inproceedings{bb145815,
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#TT141758"}
@inproceedings{bb145816,
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#TT141759"}
@inproceedings{bb145817,
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#TT141760"}
@inproceedings{bb145818,
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#TT141761"}
@inproceedings{bb145819,
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#TT141762"}
@inproceedings{bb145820,
AUTHOR = "Yoshimura, M. and Otsuka, J.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#TT141763"}
@inproceedings{bb145821,
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#TT141764"}
@inproceedings{bb145822,
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#TT141765"}
@inproceedings{bb145823,
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#TT141766"}
@inproceedings{bb145824,
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#TT141767"}
@inproceedings{bb145825,
AUTHOR = "Zhang, L.R. and Zhang, S.H. and Xie, G.Y. and Liu, J.Q. and Yan, H. and Wang, J.B. and Zheng, F. and Jin, Y.C.",
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#TT141768"}
@inproceedings{bb145826,
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#TT141769"}
@inproceedings{bb145827,
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#TT141770"}
@inproceedings{bb145828,
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#TT141771"}
@inproceedings{bb145829,
AUTHOR = "Lee, S. and Lee, H.",
TITLE = "Inducing Data Amplification Using Auxiliary Datasets in Adversarial
Training",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "4540-4549",
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@inproceedings{bb145830,
AUTHOR = "Engilberge, M. and Shi, H.X. and Wang, Z.Y. 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#TT141773"}
@inproceedings{bb145831,
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#TT141774"}
@inproceedings{bb145832,
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#TT141775"}
@inproceedings{bb145833,
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#TT141776"}
@inproceedings{bb145834,
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#TT141777"}
@inproceedings{bb145835,
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#TT141778"}
@inproceedings{bb145836,
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#TT141779"}
@inproceedings{bb145837,
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#TT141780"}
@inproceedings{bb145838,
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#TT141781"}
@inproceedings{bb145839,
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#TT141782"}
@inproceedings{bb145840,
AUTHOR = "Liu, Z.C. and Li, S.Y. and Wu, D. and Liu, Z.H. 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#TT141783"}
@inproceedings{bb145841,
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#TT141784"}
@inproceedings{bb145842,
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#TT141785"}
@inproceedings{bb145843,
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#TT141786"}
@inproceedings{bb145844,
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#TT141787"}
@inproceedings{bb145845,
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#TT141788"}
@inproceedings{bb145846,
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#TT141789"}
@inproceedings{bb145847,
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#TT141790"}
@inproceedings{bb145848,
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#TT141791"}
@inproceedings{bb145849,
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#TT141792"}
@inproceedings{bb145850,
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#TT141793"}
@inproceedings{bb145851,
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#TT141794"}
@inproceedings{bb145852,
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#TT141795"}
@inproceedings{bb145853,
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#TT141796"}
@inproceedings{bb145854,
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#TT141797"}
@inproceedings{bb145855,
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",
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@inproceedings{bb145856,
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#TT141799"}
@inproceedings{bb145857,
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#TT141800"}
@inproceedings{bb145858,
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#TT141801"}
@inproceedings{bb145859,
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",
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@inproceedings{bb145860,
AUTHOR = "Hataya, R. and Zdenek, J. and Yoshizoe, K. and Nakayama, H.",
TITLE = "Meta Approach to Data Augmentation Optimization",
BOOKTITLE = WACV22,
YEAR = "2022",
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@inproceedings{bb145861,
AUTHOR = "Atienza, R.",
TITLE = "Improving Model Generalization by Agreement of Learned
Representations from Data Augmentation",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "3927-3936",
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@inproceedings{bb145862,
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",
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@inproceedings{bb145863,
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#TT141806"}
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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#TT141807"}
@inproceedings{bb145865,
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#TT141808"}
@inproceedings{bb145866,
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#TT141809"}
@inproceedings{bb145867,
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#TT141810"}
@inproceedings{bb145868,
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#TT141811"}
@inproceedings{bb145869,
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#TT141812"}
@inproceedings{bb145870,
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#TT141813"}
@inproceedings{bb145871,
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#TT141814"}
@inproceedings{bb145872,
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#TT141815"}
@inproceedings{bb145873,
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#TT141816"}
@inproceedings{bb145874,
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#TT141817"}
@inproceedings{bb145875,
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#TT141818"}
@inproceedings{bb145876,
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#TT141819"}
@inproceedings{bb145877,
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#TT141820"}
@inproceedings{bb145878,
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#TT141821"}
@inproceedings{bb145879,
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#TT141822"}
@inproceedings{bb145880,
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#TT141823"}
@inproceedings{bb145881,
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#TT141824"}
@inproceedings{bb145882,
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#TT141825"}
@inproceedings{bb145883,
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,
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@inproceedings{bb145884,
AUTHOR = "Yang, H. and Zhou, Y.",
TITLE = "IDA-GAN: A Novel Imbalanced Data Augmentation GAN",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "8299-8305",
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@inproceedings{bb145885,
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#TT141828"}
@inproceedings{bb145886,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141829"}
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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",
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@inproceedings{bb145888,
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",
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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",
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AUTHOR = "Arantes, R.B. and Vogiatzis, G. and Faria, D.R.",
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BOOKTITLE = ISVC20,
YEAR = "2020",
PAGES = "I:170-181",
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@inproceedings{bb145891,
AUTHOR = "He, Z.W. and Wu, R. and Zhang, D.Q.",
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BOOKTITLE = ACCV20,
YEAR = "2020",
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@inproceedings{bb145892,
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",
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@inproceedings{bb145893,
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",
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@inproceedings{bb145894,
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#TT141837"}
@inproceedings{bb145895,
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",
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@inproceedings{bb145896,
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#TT141839"}
@inproceedings{bb145897,
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",
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@inproceedings{bb145898,
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#TT141841"}
@inproceedings{bb145899,
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#TT141842"}
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