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AUTHOR = "Agarwal, T. and Sugavanam, N. and Ertin, E.",
TITLE = "Sparse Signal Models for Data Augmentation in Deep Learning ATR",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "16",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139056"}
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AUTHOR = "Castellini, A. and Masillo, F. and Azzalini, D. and Amigoni, F. and Farinelli, A.",
TITLE = "Adversarial Data Augmentation for HMM-Based Anomaly Detection",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14131-14143",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139057"}
@article{bb143102,
AUTHOR = "Sun, R. and Masson, C. and Henaff, G. and Thome, N. and Cord, M.",
TITLE = "Semantic augmentation by mixing contents for semi-supervised learning",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139058"}
@article{bb143103,
AUTHOR = "Chen, D. and Zhuang, Y.T. and Shen, Z.J. and Yang, C. and Wang, G.M. and Tang, S.L. and Yang, Y.",
TITLE = "Cross-Modal Data Augmentation for Tasks of Different Modalities",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "7814-7824",
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@article{bb143104,
AUTHOR = "Dornaika, F. and Sun, D.Y.",
TITLE = "LGCOAMix: Local and Global Context-and-Object-Part-Aware
Superpixel-Based Data Augmentation for Deep Visual Recognition",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "205-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139060"}
@article{bb143105,
AUTHOR = "Yu, X.Y. and Li, F.C. and Bai, P.F. and Liu, Y. and Chen, Y.",
TITLE = "Copy-paste with self-adaptation: A self-adaptive adjustment method
based on copy-paste augmentation",
JOURNAL = IET-CV,
VOLUME = "17",
YEAR = "2023",
NUMBER = "8",
PAGES = "936-947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139061"}
@article{bb143106,
AUTHOR = "Yang, S. and Guo, S. and Zhao, J. and Shen, F.",
TITLE = "Investigating the effectiveness of data augmentation from similarity
and diversity: An empirical study",
JOURNAL = PR,
VOLUME = "148",
YEAR = "2024",
PAGES = "110204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139062"}
@article{bb143107,
AUTHOR = "Lin, S.Q. and Yu, T. and Feng, R. and Li, X. and Yu, X.Y. and Xiao, L. and Chen, Z.B.",
TITLE = "Local Patch AutoAugment With Multi-Agent Collaboration",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "724-736",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139063"}
@article{bb143108,
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",
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@article{bb143109,
AUTHOR = "Ahn, N. and Yoo, J.J. and Sohn, K.A.",
TITLE = "Data Augmentation for Low-Level Vision:
CutBlur and Mixture-of-Augmentation",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "6",
MONTH = "June",
PAGES = "2041-2059",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139065"}
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AUTHOR = "Ofori Oduro, M. and Amer, M.A.",
TITLE = "Artificial immune systems for data augmentation",
JOURNAL = IVC,
VOLUME = "149",
YEAR = "2024",
PAGES = "105163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139066"}
@inproceedings{bb143111,
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#TT139067"}
@inproceedings{bb143112,
AUTHOR = "Qraitem, M. and Saenko, K. and Plummer, B.A.",
TITLE = "From Fake to Real: Pretraining on Balanced Synthetic Images to Prevent
Spurious Correlations in Image Recognition",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LVIII: 230-246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139068"}
@article{bb143113,
AUTHOR = "Feng, S.C. and Fu, X. and Feng, Y.L. and Lv, X.L.",
TITLE = "Single-Scene SAR Image Data Augmentation Based on SBR and GAN for
Target Recognition",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "23",
PAGES = "4427",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139069"}
@article{bb143114,
AUTHOR = "Kang, M.S. and Lee, S.W. and Kim, S.",
TITLE = "Model-Agnostic and Efficient Mixup Augmentation Guided by Saliency
Maps",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "6946-6958",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139070"}
@article{bb143115,
AUTHOR = "Yang, S.R. and Li, P. and Xiong, X. and Shen, F. and Zhao, J.",
TITLE = "AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data
Augmentation",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "4843-4855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139071"}
@article{bb143116,
AUTHOR = "Rodriguez de Vera, J.M. and Estepa, I.G. and Sarasua, I. and Nagarajan, B. and Radeva, P.",
TITLE = "Precision at scale: Domain-specific datasets on-demand",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112236",
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@article{bb143117,
AUTHOR = "Resmini, N.F. and Lomurno, E. and Sbrolli, C. and Matteucci, M.",
TITLE = "Your image generator is your new private dataset",
JOURNAL = IVC,
VOLUME = "163",
YEAR = "2025",
PAGES = "105727",
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@article{bb143118,
AUTHOR = "Xiao, A.Q. and Yu, W.C. and Yu, H.Y.",
TITLE = "Sample-Aware RandAugment: Search-Free Automatic Data Augmentation for
Effective Image Recognition",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "7710-7725",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139074"}
@article{bb143119,
AUTHOR = "Tronchin, L. and Vu, M.H. and Soda, P. and Lofstedt, T.",
TITLE = "LatentAugment: Data Augmentation via Guided Manipulation of GAN's
Latent Space",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11519-11533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139075"}
@article{bb143120,
AUTHOR = "Ge, S.R. and Cao, J. and He, R.",
TITLE = "Improving Object Detection Models via LLM-Based Training Data Synthesis",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "8436-8451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139076"}
@article{bb143121,
AUTHOR = "Yang, S. and Yang, H.C. and Guo, S. and Shen, F. and Zhao, J.",
TITLE = "IPF-RDA: An Information-Preserving Framework for Robust Data
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JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "2",
MONTH = "February",
PAGES = "1339-1354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139077"}
@article{bb143122,
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JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139078"}
@article{bb143123,
AUTHOR = "Liu, F.Q. and Huang, H. and Feng, F. and Yan, X.M. and Hao, Z.F.",
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for Image Classification",
JOURNAL = PAMI,
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PAGES = "6071-6088",
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BOOKTITLE = WACV25,
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AUTHOR = "Shanmugam, D. and Lu, H. and Sankaranarayanan, S. and Guttag, J.",
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AUTHOR = "Roy, A. and Shah, A. and Shah, K. and Roy, A. and Chellappa, R.",
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PAGES = "LXXXVII: 70-88",
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AUTHOR = "Kim, J.M. and Bader, J. and Alaniz, S. and Schmid, C. and Akata, Z.",
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@inproceedings{bb143134,
AUTHOR = "Qian, Q. and Xu, Y.H. and Hu, J.",
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BOOKTITLE = ECCV24,
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PAGES = "LXXVIII: 1-17",
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@inproceedings{bb143135,
AUTHOR = "Bekor, T. and Nayman, N. and Zelnik Manor, L.",
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BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXVII: 36-53",
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@inproceedings{bb143136,
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",
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AUTHOR = "Lee, H. and Zhang, Y. and Kwon, H.S. and Bhattacharyya, S.S.",
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@inproceedings{bb143138,
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for Improved Medical Image Classification",
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@inproceedings{bb143139,
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@inproceedings{bb143140,
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,
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@inproceedings{bb143141,
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",
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@inproceedings{bb143142,
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",
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@inproceedings{bb143143,
AUTHOR = "Liu, Y. and Yan, S. and Leal Taixe, L. and Hays, J. and Ramanan, D.",
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@inproceedings{bb143144,
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BOOKTITLE = CVPR23,
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@inproceedings{bb143145,
AUTHOR = "Yoshimura, M. and Otsuka, J.J. and Irie, A. and Ohashi, T.",
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Wide Variety of Environments",
BOOKTITLE = CVPR23,
YEAR = "2023",
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@inproceedings{bb143146,
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",
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@inproceedings{bb143147,
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,
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@inproceedings{bb143148,
AUTHOR = "Li, L. and Li, A.G.",
TITLE = "A2-Aug: Adaptive Automated Data Augmentation",
BOOKTITLE = NAS23,
YEAR = "2023",
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@inproceedings{bb143149,
AUTHOR = "Tetkova, L. and Hansen, L.K.",
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BOOKTITLE = XAI4CV23,
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@inproceedings{bb143150,
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.",
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@inproceedings{bb143151,
AUTHOR = "Sreenivas, M. and Biswas, S.",
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@inproceedings{bb143152,
AUTHOR = "Khmaissia, F. and Frigui, H.",
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Semi-Supervised Learning and Generative Data Augmentation",
BOOKTITLE = L3D-IVU23,
YEAR = "2023",
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@inproceedings{bb143153,
AUTHOR = "Singla, S. and Murali, N. and Arabshahi, F. and Triantafyllou, S. and Batmanghelich, K.",
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Fixing an Overconfident Classifier",
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@inproceedings{bb143154,
AUTHOR = "Lee, S. and Lee, H.",
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@inproceedings{bb143155,
AUTHOR = "Engilberge, M. and Shi, H.X. and Wang, Z.Y. and Fua, P.",
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BOOKTITLE = WACV23,
YEAR = "2023",
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@inproceedings{bb143156,
AUTHOR = "Yu, R.R. and Xu, Y.H. and Peng, H. and Chen, M.H.",
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with Deep Convolutional Generative Adversarial Networks (GANs)",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139112"}
@inproceedings{bb143157,
AUTHOR = "Tokieda, K. and Iwaguchi, T. and Kawasaki, H.",
TITLE = "Auto-Augmentation with Differentiable Renderer for High-frequency
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BOOKTITLE = "ICPR22",
YEAR = "2022",
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@inproceedings{bb143158,
AUTHOR = "Korschens, M. and Bodesheim, P. and Denzler, J.",
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BOOKTITLE = "ICPR22",
YEAR = "2022",
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@inproceedings{bb143159,
AUTHOR = "Deschamps, S. and Sahbi, H.",
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BOOKTITLE = "ICPR22",
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@inproceedings{bb143160,
AUTHOR = "Sun, R. and Masson, C. and Henaff, G. and Thome, N. and Cord, M.",
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BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1280-1286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT139116"}
@inproceedings{bb143161,
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#TT139117"}
@inproceedings{bb143162,
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#TT139118"}
@inproceedings{bb143163,
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#TT139119"}
@inproceedings{bb143164,
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#TT139120"}
@inproceedings{bb143165,
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#TT139121"}
@inproceedings{bb143166,
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#TT139122"}
@inproceedings{bb143167,
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#TT139123"}
@inproceedings{bb143168,
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#TT139124"}
@inproceedings{bb143169,
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#TT139125"}
@inproceedings{bb143170,
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#TT139126"}
@inproceedings{bb143171,
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#TT139127"}
@inproceedings{bb143172,
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#TT139128"}
@inproceedings{bb143173,
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#TT139129"}
@inproceedings{bb143174,
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#TT139130"}
@inproceedings{bb143175,
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#TT139131"}
@inproceedings{bb143176,
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#TT139132"}
@inproceedings{bb143177,
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#TT139133"}
@inproceedings{bb143178,
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#TT139134"}
@inproceedings{bb143179,
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#TT139135"}
@inproceedings{bb143180,
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{bb143181,
AUTHOR = "Muller, S.G. and Hutter, F.",
TITLE = "TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation",
BOOKTITLE = ICCV21,
YEAR = "2021",
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@inproceedings{bb143182,
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,
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PAGES = "4742-4750",
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@inproceedings{bb143183,
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#TT139139"}
@inproceedings{bb143184,
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{bb143185,
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#TT139141"}
@inproceedings{bb143186,
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{bb143187,
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{bb143188,
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#TT139144"}
@inproceedings{bb143189,
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",
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@inproceedings{bb143190,
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#TT139146"}
@inproceedings{bb143191,
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#TT139147"}
@inproceedings{bb143192,
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#TT139148"}
@inproceedings{bb143193,
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#TT139149"}
@inproceedings{bb143194,
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#TT139150"}
@inproceedings{bb143195,
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#TT139151"}
@inproceedings{bb143196,
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#TT139152"}
@inproceedings{bb143197,
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#TT139153"}
@inproceedings{bb143198,
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#TT139154"}
@inproceedings{bb143199,
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#TT139155"}
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