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        TITLE = "Local Patch AutoAugment With Multi-Agent Collaboration",
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@article{bb142357,
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        TITLE = "Data Augmentation for Low-Level Vision:
CutBlur and Mixture-of-Augmentation",
        JOURNAL = IJCV,
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@inproceedings{bb142360,
        AUTHOR = "Ofori Oduro, M. and Amer, M.A.",
        TITLE = "Data Augmentation Using Artificial Immune Systems For Noise-Robust
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        BOOKTITLE = ICIP20,
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@inproceedings{bb142361,
        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#TT138319"}

@article{bb142362,
        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#TT138320"}

@article{bb142363,
        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#TT138321"}

@article{bb142364,
        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,
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        YEAR = "2025",
        PAGES = "4843-4855",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138322"}

@article{bb142365,
        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",
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@article{bb142366,
        AUTHOR = "Resmini, N.F. and Lomurno, E. and Sbrolli, C. and Matteucci, M.",
        TITLE = "Your image generator is your new private dataset",
        JOURNAL = IVC,
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@article{bb142367,
        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#TT138325"}

@article{bb142368,
        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#TT138326"}

@article{bb142369,
        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#TT138327"}

@article{bb142370,
        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
Augmentation",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "2",
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        PAGES = "1339-1354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138328"}

@inproceedings{bb142371,
        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#TT138329"}

@inproceedings{bb142372,
        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,
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        PAGES = "19952-19962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138330"}

@inproceedings{bb142373,
        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",
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@inproceedings{bb142374,
        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#TT138332"}

@inproceedings{bb142375,
        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#TT138333"}

@inproceedings{bb142376,
        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#TT138334"}

@inproceedings{bb142377,
        AUTHOR = "Al Rahat, A. and Venkateswara, H.",
        TITLE = "Dataset Augmentation by Mixing Visual Concepts",
        BOOKTITLE = WACV25,
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@inproceedings{bb142378,
        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#TT138336"}

@inproceedings{bb142379,
        AUTHOR = "Kim, J.M. and Bader, J. and Alaniz, S. and Schmid, C. and Akata, Z.",
        TITLE = "Datadream: Few-shot Guided Dataset Generation",
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        YEAR = "2024",
        PAGES = "LXXI: 252-268",
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        AUTHOR = "Qian, Q. and Xu, Y.H. and Hu, J.",
        TITLE = "SEA: Semantic Adversarial Augmentation for Last Layer Features from
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        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXVIII: 1-17",
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@inproceedings{bb142381,
        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",
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@inproceedings{bb142382,
        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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@inproceedings{bb142383,
        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,
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@inproceedings{bb142384,
        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
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        YEAR = "2024",
        PAGES = "3854-3860",
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@inproceedings{bb142385,
        AUTHOR = "Ozturk, E. and Prabhushankar, M. and Al Regib, G.",
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        BOOKTITLE = ICIP24,
        YEAR = "2024",
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@inproceedings{bb142386,
        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:
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        BOOKTITLE = ICCV23,
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@inproceedings{bb142387,
        AUTHOR = "Mohwald, A. and Jenicek, T. and Chum, O.",
        TITLE = "Dark Side Augmentation:
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        BOOKTITLE = ICCV23,
        YEAR = "2023",
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@inproceedings{bb142388,
        AUTHOR = "Hou, C.K. and Zhang, J. and Zhou, T.Y.",
        TITLE = "When to Learn What: Model-Adaptive Data Augmentation Curriculum",
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@inproceedings{bb142389,
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@inproceedings{bb142390,
        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.",
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@inproceedings{bb142391,
        AUTHOR = "Yoshimura, M. and Otsuka, J.J. and Irie, A. and Ohashi, T.",
        TITLE = "Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a
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@inproceedings{bb142392,
        AUTHOR = "Shen, Y.T. and Lee, H. and Kwon, H.S. and Bhattacharyya, S.S.",
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@inproceedings{bb142393,
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@inproceedings{bb142394,
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@inproceedings{bb142395,
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@inproceedings{bb142396,
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@inproceedings{bb142397,
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@inproceedings{bb142398,
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@inproceedings{bb142399,
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