@inproceedings{bb142700,
        AUTHOR = "Chen, S.M. and Hou, W.J. and Khan, S. and Khan, F.S.",
        TITLE = "Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "23964-23974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138657"}

@article{bb142701,
        AUTHOR = "Naeem, M.F. and Xian, Y.Q. and Van Gool, L.J. and Tombari, F.",
        TITLE = "I2DFormer+: Learning Image to Document Summary Attention for Zero-Shot
Image Classification",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "3806-3822",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138658"}

@inproceedings{bb142702,
        AUTHOR = "Naeem, M.F. and Khan, M.G.Z.A. and Xian, Y.Q. and Afzal, M.Z. and Stricker, D. and Van Gool, L.J. and Tombari, F.",
        TITLE = "I2MVFormer: Large Language Model Generated Multi-View Document
Supervision for Zero-Shot Image Classification",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15169-15179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138659"}

@article{bb142703,
        AUTHOR = "Wang, J.H. and Jiang, J.M.",
        TITLE = "Learning Across Tasks for Zero-Shot Domain Adaptation From a Single
Source Domain",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6264-6279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138660"}

@inproceedings{bb142704,
        AUTHOR = "Wang, J.H. and Jiang, J.M.",
        TITLE = "An Unsupervised Deep Learning Framework via Integrated Optimization of
Representation Learning and GMM-Based Modeling",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:249-265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138661"}

@article{bb142705,
        AUTHOR = "Cheng, D. and Wang, G. and Wang, B. and Zhang, Q. and Han, J.G. and Zhang, D.W.",
        TITLE = "Hybrid routing transformer for zero-shot learning",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138662"}

@article{bb142706,
        AUTHOR = "Ye, Z.H. and Yang, G.Y. and Jin, X.B. and Liu, Y.F. and Huang, K.Z.",
        TITLE = "Rebalanced Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "4185-4198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138663"}

@article{bb142707,
        AUTHOR = "Liu, M. and Zhang, C.J. and Bai, H.H. and Zhao, Y.",
        TITLE = "Part-Object Progressive Refinement Network for Zero-Shot Learning",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "2032-2043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138664"}

@article{bb142708,
        AUTHOR = "Zhao, P. and Xi, X.M. and Wang, Q.C. and Yin, Y.L.",
        TITLE = "Characterizing Hierarchical Semantic-Aware Parts With Transformers
for Generalized Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11493-11506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138665"}

@article{bb142709,
        AUTHOR = "Damalla, R. and Bendre, P.A. and Gayathri, C. and Datla, R. and Chalavadi, V.",
        TITLE = "TransRefine: Transformer-augmented feature refinement for zero-shot
scene classification in remote sensing images",
        JOURNAL = PR,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "111406",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138666"}

@article{bb142710,
        AUTHOR = "Cheng, D. and Wei, L. and Fang, C.W. and He, L.F. and Wang, N.N. and Gao, X.B.",
        TITLE = "Progressive Feature-Attribute Matching via Bi-Directional Generation
for Transductive Zero-Shot Learning",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "10437-10449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138667"}

@article{bb142711,
        AUTHOR = "Fu, X.W. and Ye, S.Y. and Zhang, C.X. and Huang, F. and Xu, X. and Zhang, L.",
        TITLE = "Token Calibration for Transformer-Based Domain Adaptation",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "57-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138668"}

@inproceedings{bb142712,
        AUTHOR = "Pollard, S. and Wray, M.",
        TITLE = "Video, How do Your Tokens Merge?",
        BOOKTITLE = LargeVM25,
        YEAR = "2025",
        PAGES = "3338-3347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138669"}

@inproceedings{bb142713,
        AUTHOR = "Jeanneret, G. and Simon, L. and Jurie, F.",
        TITLE = "Disentangling Visual Transformers: Patch-Level Interpretability for
Image Classification",
        BOOKTITLE = XAI4CV25,
        YEAR = "2025",
        PAGES = "2670-2680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138670"}

@inproceedings{bb142714,
        AUTHOR = "Son, S. and Ryu, J. and Lee, N. and Lee, J.",
        TITLE = "The Role of Masking for Efficient Supervised Knowledge Distillation of
Vision Transformers",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVII: 379-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138671"}

@inproceedings{bb142715,
        AUTHOR = "Xu, K.X. and Wang, Z. and Chen, C.Y. and Geng, X. and Lin, J. and Yang, X. and Wu, M. and Li, X.L. and Lin, W.S.",
        TITLE = "LPVIT: Low-power Semi-structured Pruning for Vision Transformers",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXI: 269-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138672"}

@inproceedings{bb142716,
        AUTHOR = "Su, D. and Fei, C. and Luo, J.X.",
        TITLE = "Removing Rows and Columns of Tokens in Vision Transformer Enables
Faster Dense Prediction Without Retraining",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXII: 325-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138673"}

@inproceedings{bb142717,
        AUTHOR = "Vo, X.T. and Nguyen, D.L. and Priadana, A. and Jo, K.H.",
        TITLE = "Efficient Vision Transformers with Partial Attention",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXIII: 298-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138674"}

@inproceedings{bb142718,
        AUTHOR = "Yang, J.W. and Luo, K.Z. and Li, J.F. and Deng, C. and Guibas, L.J. and Krishnan, D. and Weinberger, K.Q. and Tian, Y.L. and Wang, Y.",
        TITLE = "Denoising Vision Transformers",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXXV: 453-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138675"}

@inproceedings{bb142719,
        AUTHOR = "Tian, B. and Du, R.J. and Shen, Y.N.",
        TITLE = "Fairvit: Fair Vision Transformer via Adaptive Masking",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXV: 451-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138676"}

@inproceedings{bb142720,
        AUTHOR = "Hu, X.X. and Zheng, R. and Wang, J.D. and Leung, C.H. and Wu, Q. and Xie, X.",
        TITLE = "Specformer: Guarding Vision Transformer Robustness via Maximum Singular
Value Penalization",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LIV: 345-362",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138677"}

@inproceedings{bb142721,
        AUTHOR = "Wang, H.J. and Dedhia, B. and Jha, N.K.",
        TITLE = "Zero-TPrune: Zero-Shot Token Pruning Through Leveraging of the
Attention Graph in Pre-Trained Transformers",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "16070-16079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138678"}

@inproceedings{bb142722,
        AUTHOR = "Tartaglione, E.",
        TITLE = "The Rise of the Lottery Heroes: Why Zero-Shot Pruning is Hard",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "2361-2365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138679"}

@inproceedings{bb142723,
        AUTHOR = "Choi, Y. and El Khamy, M. and Lee, J.",
        TITLE = "Zero-Shot Learning of A Conditional Generative Adversarial Network
for Data-Free Network Quantization",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "3552-3556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605zetr2.html#TT138680"}

@article{bb142724,
        AUTHOR = "Lin, T.I. and Lee, J.C. and Ho, H.J.",
        TITLE = "On fast supervised learning for normal mixture models with missing
information",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1177-1187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138681"}

@article{bb142725,
        AUTHOR = "Zhang, X.F. and Chen, B. and Liu, H.W. and Zuo, L. and Feng, B.",
        TITLE = "Infinite max-margin factor analysis via data augmentation",
        JOURNAL = PR,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "17-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138682"}

@article{bb142726,
        AUTHOR = "Lu, J. and Li, J. and Yan, Z. and Mei, F.H. and Zhang, C.S.",
        TITLE = "Attribute-Based Synthetic Network (ABS-Net):
Learning more from pseudo feature representations",
        JOURNAL = PR,
        VOLUME = "80",
        YEAR = "2018",
        PAGES = "129-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138683"}

@article{bb142727,
        AUTHOR = "Liang, J. and He, R. and Sun, Z.N. and Tan, T.N.",
        TITLE = "Aggregating Randomized Clustering-Promoting Invariant Projections for
Domain Adaptation",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1027-1042",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138684"}

@article{bb142728,
        AUTHOR = "Ahmad, M. and Khan, A. and Khan, A.M. and Mazzara, M. and Distefano, S. and Sohaib, A. and Nibouche, O.",
        TITLE = "Spatial Prior Fuzziness Pool-Based Interactive Classification of
Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138685"}

@article{bb142729,
        AUTHOR = "Zhang, Y.H. and Sun, B. and Xiao, Y.K. and Xiao, R. and Wei, Y.G.",
        TITLE = "Feature augmentation for imbalanced classification with conditional
mixture WGANs",
        JOURNAL = SP:IC,
        VOLUME = "75",
        YEAR = "2019",
        PAGES = "89-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138686"}

@article{bb142730,
        AUTHOR = "Hou, C.P. and Zeng, L.L. and Hu, D.",
        TITLE = "Safe Classification with Augmented Features",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "2176-2192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138687"}

@article{bb142731,
        AUTHOR = "Ke, X. and Zou, J. and Niu, Y.",
        TITLE = "End-to-End Automatic Image Annotation Based on Deep CNN and
Multi-Label Data Augmentation",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2093-2106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138688"}

@article{bb142732,
        AUTHOR = "Khoreva, A. and Benenson, R. and Ilg, E. and Brox, T. and Schiele, B.",
        TITLE = "Lucid Data Dreaming for Video Object Segmentation",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1175-1197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138689"}

@article{bb142733,
        AUTHOR = "Yu, F.W. and Wu, X.X. and Chen, J.L. and Duan, L.X.",
        TITLE = "Exploiting Images for Video Recognition: Heterogeneous Feature
Augmentation via Symmetric Adversarial Learning",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5308-5321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138690"}

@article{bb142734,
        AUTHOR = "Deng, T. and Zeng, Z.G.",
        TITLE = "Generate adversarial examples by spatially perturbing on the
meaningful area",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "632-638",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138691"}

@article{bb142735,
        AUTHOR = "Zheng, C. and Wang, N. and Cui, J.",
        TITLE = "Hyperspectral Image Classification With Small Training Sample Size
Using Superpixel-Guided Training Sample Enlargement",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7307-7316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138692"}

@inproceedings{bb142736,
        AUTHOR = "Chiaroni, F. and Rahal, M. and Hueber, N. and Dufaux, F.",
        TITLE = "Hallucinating A Cleanly Labeled Augmented Dataset from A Noisy
Labeled Dataset Using GAN",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3616-3620",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138693"}

@article{bb142737,
        AUTHOR = "Dupre, R. and Fajtl, J. and Argyriou, V. and Remagnino, P.",
        TITLE = "Improving Dataset Volumes and Model Accuracy With Semi-Supervised
Iterative Self-Learning",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "4337-4348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138694"}

@inproceedings{bb142738,
        AUTHOR = "Beery, S. and Liu, Y. and Morris, D. and Piavis, J. and Kapoor, A. and Meister, M. and Joshi, N. and Perona, P.",
        TITLE = "Synthetic Examples Improve Generalization for Rare Classes",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "852-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138695"}

@article{bb142739,
        AUTHOR = "Song, L. and Xu, Y. and Zhang, L. and Du, B. and Zhang, Q. and Wang, X.",
        TITLE = "Learning From Synthetic Images via Active Pseudo-Labeling",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6452-6465",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138696"}

@article{bb142740,
        AUTHOR = "Pan, X.J. and Tang, F. and Dong, W.M. and Gu, Y. and Song, Z.C. and Meng, Y.P. and Xu, P.F. and Deussen, O. and Xu, C.S.",
        TITLE = "Self-Supervised Feature Augmentation for Large Image Object Detection",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "6745-6758",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138697"}

@article{bb142741,
        AUTHOR = "Takahashi, R. and Matsubara, T. and Uehara, K.",
        TITLE = "Data Augmentation Using Random Image Cropping and Patching for Deep
CNNs",
        JOURNAL = CirSysVideo,
        VOLUME = "30",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2917-2931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138698"}

@article{bb142742,
        AUTHOR = "Naghizadeh, A. and Abavisani, M. and Metaxas, D.N.",
        TITLE = "Greedy AutoAugment",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "624-630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138699"}

@article{bb142743,
        AUTHOR = "Hu, C. and Wu, X.J. and Li, Z.Y.",
        TITLE = "Generating adversarial examples with elastic-net regularized boundary
equilibrium generative adversarial network",
        JOURNAL = PRL,
        VOLUME = "140",
        YEAR = "2020",
        PAGES = "281-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138700"}

@article{bb142744,
        AUTHOR = "Cen, F. and Zhao, X.Y. and Li, W.Z. and Wang, G.H.",
        TITLE = "Deep feature augmentation for occluded image classification",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138701"}

@article{bb142745,
        AUTHOR = "Zhang, X. and Wang, Z. and Liu, D. and Lin, Q. and Ling, Q.",
        TITLE = "Deep Adversarial Data Augmentation for Extremely Low Data Regimes",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "15-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138702"}

@article{bb142746,
        AUTHOR = "Tran, N.T. and Tran, V.H. and Nguyen, N.B. and Nguyen, T.K. and Cheung, N.M.",
        TITLE = "On Data Augmentation for GAN Training",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "1882-1897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138703"}

@article{bb142747,
        AUTHOR = "Adamiak, M. and Bedkowski, K. and Majchrowska, A.",
        TITLE = "Aerial Imagery Feature Engineering Using Bidirectional Generative
Adversarial Networks: A Case Study of the Pilica River Region, Poland",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138704"}

@article{bb142748,
        AUTHOR = "Wang, W.N. and Liu, X.B. and Mou, X.Q.",
        TITLE = "Data Augmentation and Spectral Structure Features for Limited Samples
Hyperspectral Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138705"}

@article{bb142749,
        AUTHOR = "Liu, E. and Huang, S. and Zong, C. and Zheng, C.Y. and Yao, Y.M. and Zhu, J. and Tang, S.Q. and Wang, Y.Q.",
        TITLE = "MTGAN: Extending Test Case set for Deep Learning Image Classifier",
        JOURNAL = IEICE,
        VOLUME = "E104-D",
        YEAR = "2021",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "709-722",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138706"}

@article{bb142750,
        AUTHOR = "Dvornik, N. and Mairal, J. and Schmid, C.",
        TITLE = "On the Importance of Visual Context for Data Augmentation in Scene
Understanding",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2014-2028",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138707"}

@inproceedings{bb142751,
        AUTHOR = "Dvornik, N. and Mairal, J. and Schmid, C.",
        TITLE = "Modeling Visual Context Is Key to Augmenting Object Detection Datasets",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "XII: 375-391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138708"}

@inproceedings{bb142752,
        AUTHOR = "Dvornik, N. and Shmelkov, K. and Mairal, J. and Schmid, C.",
        TITLE = "BlitzNet: A Real-Time Deep Network for Scene Understanding",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "4174-4182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138709"}

@article{bb142753,
        AUTHOR = "Illarionova, S. and Nesteruk, S. and Shadrin, D. and Igantiev, V. and Pukalchik, M. and Oseledets, I.",
        TITLE = "MixChannel: Advanced Augmentation for Multispectral Satellite Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138710"}

@article{bb142754,
        AUTHOR = "Xie, H. and Chen, Y.S. and Ghamisi, P.",
        TITLE = "Remote Sensing Image Scene Classification via Label Augmentation and
Intra-Class Constraint",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138711"}

@article{bb142755,
        AUTHOR = "Peng, D. and Lei, Y.J. and Liu, L.Q. and Zhang, P.P. and Liu, J.",
        TITLE = "Global and Local Texture Randomization for Synthetic-to-Real Semantic
Segmentation",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6594-6608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138712"}

@article{bb142756,
        AUTHOR = "Wang, H. and Wang, Q.L. and Zhang, H.Z. and Yang, J. and Zuo, W.M.",
        TITLE = "Constrained Online Cut-Paste for Object Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4071-4083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138713"}

@article{bb142757,
        AUTHOR = "Yang, W. and Nam, W.",
        TITLE = "Data synthesis method preserving correlation of features",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138714"}

@article{bb142758,
        AUTHOR = "Accion, A. and Arguello, F. and Heras, D.B.",
        TITLE = "A New Multispectral Data Augmentation Technique Based on Data
Imputation",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138715"}

@article{bb142759,
        AUTHOR = "Arantes, R.B. and Vogiatzis, G. and Faria, D.R.",
        TITLE = "Learning an augmentation strategy for sparse datasets",
        JOURNAL = IVC,
        VOLUME = "117",
        YEAR = "2022",
        PAGES = "104338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138716"}

@article{bb142760,
        AUTHOR = "Madhusudana, P.C. and Lee, S.J. and Sheikh, H.R.",
        TITLE = "Revisiting Dead Leaves Model: Training With Synthetic Data",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "209-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138717"}

@article{bb142761,
        AUTHOR = "Kachuee, M. and Karkkainen, K. and Goldstein, O. and Darabi, S. and Sarrafzadeh, M.",
        TITLE = "Generative Imputation and Stochastic Prediction",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1278-1288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138718"}

@article{bb142762,
        AUTHOR = "Xue, Z.F. and Mao, W.J. and Liu, Y.",
        TITLE = "Image-level dataset synthesis with an end-to-end trainable framework",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "8",
        PAGES = "2228-2239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138719"}

@article{bb142763,
        AUTHOR = "Zhang, H. and Xu, Z.Y. and Han, X.L. and Sun, W.D.",
        TITLE = "Data Augmentation Using Bitplane Information Recombination Model",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "3713-3725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138720"}

@article{bb142764,
        AUTHOR = "Ali, U. and Esau, T.J. and Farooque, A.A. and Zaman, Q.U. and Abbas, F. and Bilodeau, M.F.",
        TITLE = "Limiting the Collection of Ground Truth Data for Land Use and Land
Cover Maps with Machine Learning Algorithms",
        JOURNAL = IJGI,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138721"}

@article{bb142765,
        AUTHOR = "Liu, J.L. and Sun, Y.F. and Xu, Y.J. and Pei, H.B. and Li, W.H.",
        TITLE = "Feature Cloud: Improving Deep Visual Recognition with Probabilistic
Feature Augmentation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4122-4137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138722"}

@inproceedings{bb142766,
        AUTHOR = "Xu, Q. and Sun, Y.F. and Li, Y.L. and Wang, S.J.",
        TITLE = "Attend and Align: Improving Deep Representations with Feature
Alignment Layer for Person Retrieval",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2148-2153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138723"}

@article{bb142767,
        AUTHOR = "Dou, H.X. and Lu, X.S. and Wang, C. and Shen, H.Z. and Zhuo, Y.W. and Deng, L.J.",
        TITLE = "PatchMask: A Data Augmentation Strategy with Gaussian Noise in
Hyperspectral Images",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138724"}

@article{bb142768,
        AUTHOR = "Wang, S.Y. and Li, W.G. and Hou, S. and Guan, J.H. and Yao, J.",
        TITLE = "STA-GAN: A Spatio-Temporal Attention Generative Adversarial Network
for Missing Value Imputation in Satellite Data",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138725"}

@article{bb142769,
        AUTHOR = "Adhikari, R. and Pokharel, S.",
        TITLE = "Performance Evaluation of Convolutional Neural Network Using Synthetic
Medical Data Augmentation Generated by GAN",
        JOURNAL = IJIG,
        VOLUME = "23",
        YEAR = "2023",
        NUMBER = "1 2023",
        PAGES = "2350002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138726"}

@article{bb142770,
        AUTHOR = "Chadebec, C. and Thibeau Sutre, E. and Burgos, N. and Allassonniere, S.",
        TITLE = "Data Augmentation in High Dimensional Low Sample Size Setting Using a
Geometry-Based Variational Autoencoder",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2879-2896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138727"}

@article{bb142771,
        AUTHOR = "Hao, X.J. and Liu, L. and Yang, R.J. and Yin, L.Y. and Zhang, L. and Li, X.H.",
        TITLE = "A Review of Data Augmentation Methods of Remote Sensing Image Target
Recognition",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138728"}

@article{bb142772,
        AUTHOR = "Xu, M. and Yoon, S. and Fuentes, A. and Park, D.S.",
        TITLE = "A Comprehensive Survey of Image Augmentation Techniques for Deep
Learning",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138729"}

@article{bb142773,
        AUTHOR = "Lv, J. and Song, K. and Ye, Q. and Tian, G.J.",
        TITLE = "Semi-supervised node classification via fine-grained graph auxiliary
augmentation learning",
        JOURNAL = PR,
        VOLUME = "137",
        YEAR = "2023",
        PAGES = "109301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138730"}

@article{bb142774,
        AUTHOR = "Xu, C.J. and Shu, J.Q. and Zhu, G.B.",
        TITLE = "Adversarial Remote Sensing Scene Classification Based on Lie Group
Feature Learning",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138731"}

@article{bb142775,
        AUTHOR = "Zhang, L.F. and Ma, K.",
        TITLE = "A Good Data Augmentation Policy is not All You Need:
A Multi-Task Learning Perspective",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2190-2201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138732"}

@article{bb142776,
        AUTHOR = "Xiao, A. and Shen, B. and Tian, J. and Hu, Z.H.",
        TITLE = "Differentiable RandAugment: Learning Selecting Weights and Magnitude
Distributions of Image Transformations",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "2413-2427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138733"}

@article{bb142777,
        AUTHOR = "Zhang, M.Y. and Wang, Z.Y. and Wang, X.Y. and Gong, M.G. and Wu, Y. and Li, H.",
        TITLE = "Features kept generative adversarial network data augmentation
strategy for hyperspectral image classification",
        JOURNAL = PR,
        VOLUME = "142",
        YEAR = "2023",
        PAGES = "109701",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138734"}

@article{bb142778,
        AUTHOR = "Bai, Y.L. and Zhou, M. and Zhang, W. and Zhou, B. and Mei, T.",
        TITLE = "Augmentation Pathways Network for Visual Recognition",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "10580-10587",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138735"}

@article{bb142779,
        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",
        PAGES = "4109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138736"}

@article{bb142780,
        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#TT138737"}

@article{bb142781,
        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#TT138738"}

@article{bb142782,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138739"}

@article{bb142783,
        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#TT138740"}

@article{bb142784,
        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#TT138741"}

@article{bb142785,
        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#TT138742"}

@article{bb142786,
        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#TT138743"}

@article{bb142787,
        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#TT138744"}

@article{bb142788,
        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#TT138745"}

@article{bb142789,
        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#TT138746"}

@inproceedings{bb142790,
        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#TT138747"}

@inproceedings{bb142791,
        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#TT138748"}

@article{bb142792,
        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#TT138749"}

@article{bb142793,
        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#TT138750"}

@article{bb142794,
        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#TT138751"}

@article{bb142795,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138752"}

@article{bb142796,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT138753"}

@article{bb142797,
        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#TT138754"}

@article{bb142798,
        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#TT138755"}

@article{bb142799,
        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#TT138756"}

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