@article{bb145700,
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#TT141643"}
@article{bb145701,
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#TT141644"}
@article{bb145702,
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#TT141645"}
@article{bb145703,
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#TT141646"}
@article{bb145704,
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#TT141647"}
@inproceedings{bb145705,
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#TT141648"}
@inproceedings{bb145706,
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#TT141649"}
@inproceedings{bb145707,
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#TT141650"}
@inproceedings{bb145708,
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#TT141651"}
@inproceedings{bb145709,
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#TT141652"}
@inproceedings{bb145710,
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#TT141653"}
@inproceedings{bb145711,
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#TT141654"}
@inproceedings{bb145712,
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#TT141655"}
@inproceedings{bb145713,
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#TT141656"}
@inproceedings{bb145714,
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#TT141657"}
@inproceedings{bb145715,
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#TT141658"}
@inproceedings{bb145716,
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#TT141659"}
@article{bb145717,
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#TT141660"}
@article{bb145718,
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#TT141661"}
@article{bb145719,
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#TT141662"}
@article{bb145720,
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#TT141663"}
@article{bb145721,
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#TT141664"}
@article{bb145722,
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#TT141665"}
@article{bb145723,
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#TT141666"}
@article{bb145724,
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#TT141667"}
@article{bb145725,
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#TT141668"}
@article{bb145726,
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#TT141669"}
@article{bb145727,
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#TT141670"}
@article{bb145728,
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#TT141671"}
@article{bb145729,
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#TT141672"}
@inproceedings{bb145730,
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#TT141673"}
@article{bb145731,
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#TT141674"}
@article{bb145732,
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#TT141675"}
@article{bb145733,
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#TT141676"}
@article{bb145734,
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#TT141677"}
@article{bb145735,
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#TT141678"}
@article{bb145736,
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#TT141679"}
@article{bb145737,
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#TT141680"}
@article{bb145738,
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#TT141681"}
@article{bb145739,
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#TT141682"}
@article{bb145740,
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#TT141683"}
@article{bb145741,
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#TT141684"}
@article{bb145742,
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#TT141685"}
@inproceedings{bb145743,
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#TT141686"}
@inproceedings{bb145744,
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#TT141687"}
@article{bb145745,
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#TT141688"}
@article{bb145746,
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#TT141689"}
@article{bb145747,
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#TT141690"}
@article{bb145748,
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#TT141691"}
@article{bb145749,
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#TT141692"}
@article{bb145750,
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#TT141693"}
@article{bb145751,
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#TT141694"}
@article{bb145752,
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#TT141695"}
@article{bb145753,
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#TT141696"}
@article{bb145754,
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#TT141697"}
@article{bb145755,
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#TT141698"}
@article{bb145756,
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#TT141699"}
@article{bb145757,
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#TT141700"}
@inproceedings{bb145758,
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#TT141701"}
@article{bb145759,
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#TT141702"}
@article{bb145760,
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#TT141703"}
@article{bb145761,
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#TT141704"}
@article{bb145762,
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#TT141705"}
@article{bb145763,
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#TT141706"}
@article{bb145764,
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#TT141707"}
@article{bb145765,
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#TT141708"}
@article{bb145766,
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#TT141709"}
@article{bb145767,
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#TT141710"}
@article{bb145768,
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#TT141711"}
@article{bb145769,
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#TT141712"}
@article{bb145770,
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#TT141713"}
@article{bb145771,
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#TT141714"}
@article{bb145772,
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#TT141715"}
@article{bb145773,
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#TT141716"}
@article{bb145774,
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#TT141717"}
@article{bb145775,
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#TT141718"}
@article{bb145776,
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#TT141719"}
@article{bb145777,
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#TT141720"}
@article{bb145778,
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#TT141721"}
@article{bb145779,
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#TT141722"}
@article{bb145780,
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#TT141723"}
@article{bb145781,
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#TT141724"}
@inproceedings{bb145782,
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#TT141725"}
@inproceedings{bb145783,
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#TT141726"}
@article{bb145784,
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#TT141727"}
@article{bb145785,
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#TT141728"}
@article{bb145786,
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#TT141729"}
@article{bb145787,
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#TT141730"}
@article{bb145788,
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#TT141731"}
@article{bb145789,
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#TT141732"}
@article{bb145790,
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#TT141733"}
@article{bb145791,
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#TT141734"}
@article{bb145792,
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",
MONTH = "February",
PAGES = "1339-1354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141735"}
@article{bb145793,
AUTHOR = "Zhou, X.R. and Huang, Y.H. and Dou, H.R. and Chen, S.J. and Chang, A. and Liu, J. and Long, W.R. and Zheng, J. and Xu, E. and Ren, J. and Frangi, A.F. and Huang, R.B. and Cheng, J. and Li, X.M. and Xue, W.F. and Ni, D.",
TITLE = "Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence
Classification",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141736"}
@article{bb145794,
AUTHOR = "Liu, F.Q. and Huang, H. and Feng, F. and Yan, X.M. and Hao, Z.F.",
TITLE = "Positive Data Augmentation Based on Manifold Heuristic Optimization
for Image Classification",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "6",
MONTH = "June",
PAGES = "6071-6088",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141737"}
@article{bb145795,
AUTHOR = "Liu, S. and Wang, Z.M. and Zhang, Y. and Wu, W.G. and Wang, J. and Nie, S.Q.",
TITLE = "EADA: Efficient adaptive data augmentation",
JOURNAL = CVIU,
VOLUME = "268",
YEAR = "2026",
PAGES = "104755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141738"}
@article{bb145796,
AUTHOR = "Zhou, X.L. and Wu, O. and Ng, M.K.",
TITLE = "Towards robust and generalizable learning via implicit counterfactual
data augmentation",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113845",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141739"}
@article{bb145797,
AUTHOR = "Lu, Y. and Qian, Y.R. and Li, S. and Chen, J.Y. and Yang, G.Q. and Huang, Y.N.",
TITLE = "Gain From Give Up: Intuitive Data Augmentation Framework for Image
Retrieval",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "4346-4359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141740"}
@article{bb145798,
AUTHOR = "Ren, Q. and Wang, J.L.",
TITLE = "Intra-Class Amplitude Mixup for Data Augmentation in Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "8",
MONTH = "August",
PAGES = "11471-11487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141741"}
@inproceedings{bb145799,
AUTHOR = "Dong, Y.X. and Su, F.Y. and Chiang, J.H.",
TITLE = "SGD-Mix: Enhancing Domain-Specific Image Classification with
Label-Preserving Data Augmentation",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "7051-7061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605da1.html#TT141742"}
Last update:Oct 8, 2026 at 11:03:09