@inproceedings{bb121100,
AUTHOR = "Peng, Z.M. and Li, Z.C. and Zhang, J.G. and Li, Y. and Qi, G.J. and Tang, J.H.",
TITLE = "Few-Shot Image Recognition With Knowledge Transfer",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "441-449",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117255"}
@inproceedings{bb121101,
AUTHOR = "Ravichandran, A. and Bhotika, R. and Soatto, S.",
TITLE = "Few-Shot Learning With Embedded Class Models and Shot-Free Meta
Training",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "331-339",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117256"}
@inproceedings{bb121102,
AUTHOR = "Nawaz, S. and Cavazza, J. and del Bue, A.",
TITLE = "Semantically Grounded Visual Embeddings for Zero-Shot Learning",
BOOKTITLE = MULA22,
YEAR = "2022",
PAGES = "4588-4598",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117257"}
@inproceedings{bb121103,
AUTHOR = "Bustreo, M. and Cavazza, J. and Murino, V.",
TITLE = "Enhancing Visual Embeddings through Weakly Supervised Captioning for
Zero-Shot Learning",
BOOKTITLE = MDALC19,
YEAR = "2019",
PAGES = "1298-1307",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117258"}
@inproceedings{bb121104,
AUTHOR = "Jin, X. and Xie, G. and Huang, K. and Miao, J. and Wang, Q.",
TITLE = "Beyond Attributes: High-Order Attribute Features for Zero-Shot
Learning",
BOOKTITLE = CEFRL19,
YEAR = "2019",
PAGES = "2953-2962",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117259"}
@inproceedings{bb121105,
AUTHOR = "Li, K. and Min, M.R. and Fu, Y.",
TITLE = "Rethinking Zero-Shot Learning: A Conditional Visual Classification
Perspective",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3582-3591",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117260"}
@inproceedings{bb121106,
AUTHOR = "Purushwalkam, S. and Nickel, M. and Gupta, A. and Ranzato, M.",
TITLE = "Task-Driven Modular Networks for Zero-Shot Compositional Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3592-3601",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117261"}
@inproceedings{bb121107,
AUTHOR = "Qiao, L. and Shi, Y. and Li, J. and Tian, Y. and Huang, T. and Wang, Y.",
TITLE = "Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3602-3611",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117262"}
@inproceedings{bb121108,
AUTHOR = "Elhoseiny, M. and Elfeki, M.",
TITLE = "Creativity Inspired Zero-Shot Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "5783-5792",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117263"}
@inproceedings{bb121109,
AUTHOR = "Jiang, H. and Wang, R. and Shan, S. and Chen, X.",
TITLE = "Transferable Contrastive Network for Generalized Zero-Shot Learning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "9764-9773",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117264"}
@inproceedings{bb121110,
AUTHOR = "Wu, X.X. and Song, B.H. and Wang, Z.X. and Yuan, C.",
TITLE = "An Inverse Mapping with Manifold Alignment for Zero-shot Learning",
BOOKTITLE = MMMod20,
YEAR = "2020",
PAGES = "II:400-411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117265"}
@inproceedings{bb121111,
AUTHOR = "Shao, Y. and Li, Y. and Wang, D.",
TITLE = "Zero-Shot Detection with Transferable Object Proposal Mechanism",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3666-3670",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117266"}
@inproceedings{bb121112,
AUTHOR = "Xie, Y. and Xu, P. and Ma, Z.",
TITLE = "Deep Zero-Shot Learning for Scene Sketch",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3661-3665",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117267"}
@inproceedings{bb121113,
AUTHOR = "Song, J.Q. and Shi, G.M. and Xie, X.M. and Gao, D.",
TITLE = "Zero-Shot Learning Using Stacked Autoencoder with Manifold
Regularizations",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3651-3655",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117268"}
@inproceedings{bb121114,
AUTHOR = "Demirel, B. and Cinbis, R.G. and Ikizler Cinbis, N.",
TITLE = "Learning Visually Consistent Label Embeddings for Zero-Shot Learning",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3656-3660",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117269"}
@inproceedings{bb121115,
AUTHOR = "Li, Y. and Hu, H. and Wang, D.",
TITLE = "Learning Visually Aligned Semantic Graph for Cross-Modal Manifold
Matching",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3412-3416",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117270"}
@inproceedings{bb121116,
AUTHOR = "Guan, J. and Zhao, A. and Lu, Z.W.",
TITLE = "Extreme Reverse Projection Learning for Zero-Shot Recognition",
BOOKTITLE = ACCV18,
YEAR = "2018",
PAGES = "I:125-141",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117271"}
@inproceedings{bb121117,
AUTHOR = "Gao, R. and Hou, X.S. and Qin, J. and Liu, L. and Zhu, F. and Zhang, Z.",
TITLE = "A Joint Generative Model for Zero-Shot Learning",
BOOKTITLE = CEFR-LCV18,
YEAR = "2018",
PAGES = "IV:631-646",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117272"}
@inproceedings{bb121118,
AUTHOR = "Zhang, H.G. and Koniusz, P.",
TITLE = "Model Selection for Generalized Zero-Shot Learning",
BOOKTITLE = TASKCV18,
YEAR = "2018",
PAGES = "II:198-204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117273"}
@inproceedings{bb121119,
AUTHOR = "Le Cacheux, Y. and Le Borgne, H. and Crucianu, M.",
TITLE = "From Classical to Generalized Zero-Shot Learning:
A Simple Adaptation Process",
BOOKTITLE = "MMMod19",
YEAR = "2019",
PAGES = "II:465-477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117274"}
@inproceedings{bb121120,
AUTHOR = "Li, B.L. and Wang, Y.",
TITLE = "Visual Relationship Detection Using Joint Visual-Semantic Embedding",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "3291-3296",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117275"}
@inproceedings{bb121121,
AUTHOR = "Pathak, D. and Mahmoudieh, P. and Luo, G. and Agrawal, P. and Chen, D. and Shentu, F. and Shelhamer, E. and Malik, J. and Efros, A.A. and Darrell, T.J.",
TITLE = "Zero-Shot Visual Imitation",
BOOKTITLE = DeepLearnRV18,
YEAR = "2018",
PAGES = "2131-21313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117276"}
@inproceedings{bb121122,
AUTHOR = "Zhu, Y. and Elhoseiny, M. and Liu, B. and Peng, X. and Elgammal, A.",
TITLE = "A Generative Adversarial Approach for Zero-Shot Learning from Noisy
Texts",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "1004-1013",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117277"}
@inproceedings{bb121123,
AUTHOR = "Song, J. and Shen, C. and Yang, Y. and Liu, Y. and Song, M.",
TITLE = "Transductive Unbiased Embedding for Zero-Shot Learning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "1024-1033",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117278"}
@inproceedings{bb121124,
AUTHOR = "Chen, L. and Zhang, H. and Xiao, J. and Liu, W. and Chang, S.",
TITLE = "Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial
Embedding Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "1043-1052",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117279"}
@inproceedings{bb121125,
AUTHOR = "Lee, C. and Fang, W. and Yeh, C. and Wang, Y.F.",
TITLE = "Multi-label Zero-Shot Learning with Structured Knowledge Graphs",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "1576-1585",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117280"}
@inproceedings{bb121126,
AUTHOR = "Verma, V.K. and Arora, G. and Mishra, A. and Rai, P.",
TITLE = "Generalized Zero-Shot Learning via Synthesized Examples",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "4281-4289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117281"}
@inproceedings{bb121127,
AUTHOR = "Xian, Y. and Lorenz, T. and Schiele, B. and Akata, Z.",
TITLE = "Feature Generating Networks for Zero-Shot Learning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "5542-5551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117282"}
@inproceedings{bb121128,
AUTHOR = "Wang, X. and Ye, Y. and Gupta, A.",
TITLE = "Zero-Shot Recognition via Semantic Embeddings and Knowledge Graphs",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "6857-6866",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117283"}
@inproceedings{bb121129,
AUTHOR = "Li, Y. and Zhang, J. and Zhang, J. and Huang, K.",
TITLE = "Discriminative Learning of Latent Features for Zero-Shot Recognition",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "7463-7471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117284"}
@inproceedings{bb121130,
AUTHOR = "Biswas, S. and Annadani, Y.",
TITLE = "Preserving Semantic Relations for Zero-Shot Learning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "7603-7612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117285"}
@inproceedings{bb121131,
AUTHOR = "Roy, A. and Banerjee, B. and Murino, V.",
TITLE = "Discriminative Latent Visual Space For Zero-Shot Object
Classification",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2552-2557",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117286"}
@inproceedings{bb121132,
AUTHOR = "Zhang, H. and Koniusz, P.",
TITLE = "Zero-Shot Kernel Learning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "7670-7679",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117287"}
@inproceedings{bb121133,
AUTHOR = "Song, J. and Shen, C.C. and Lei, J. and Zeng, A.X. and Ou, K. and Tao, D.C. and Song, M.L.",
TITLE = "Selective Zero-Shot Classification with Augmented Attributes",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "IX: 474-490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117288"}
@inproceedings{bb121134,
AUTHOR = "Felix, R. and Sasdelli, M. and Harwood, B. and Carneiro, G.",
TITLE = "Generalised Zero-shot Learning with Multi-modal Embedding Spaces",
BOOKTITLE = DICTA20,
YEAR = "2020",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117289"}
@inproceedings{bb121135,
AUTHOR = "Felix, R. and Kumar, B.G.V. and Reid, I.D. and Carneiro, G.",
TITLE = "Multi-modal Cycle-Consistent Generalized Zero-Shot Learning",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VI: 21-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117290"}
@inproceedings{bb121136,
AUTHOR = "Bansal, A. and Sikka, K. and Sharma, G. and Chellappa, R. and Divakaran, A.",
TITLE = "Zero-Shot Object Detection",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "I: 397-414",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117291"}
@inproceedings{bb121137,
AUTHOR = "Wang, J. and Li, Y. and Pang, Z. and Wang, D.",
TITLE = "Generating Manifold-Aligned Semantic Feature for Zero-Shot Learning",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "1613-1617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117292"}
@inproceedings{bb121138,
AUTHOR = "Cao, X.H. and Obradovic, Z. and Kim, K.",
TITLE = "A Simple yet Effective Model for Zero-Shot Learning",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "766-774",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117293"}
@inproceedings{bb121139,
AUTHOR = "Liu, Q.L. and Li, Z.C. and Tang, J.H.",
TITLE = "Learning discriminative supplementary features to attributes for
novel-category classification",
BOOKTITLE = VCIP17,
YEAR = "2017",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117294"}
@inproceedings{bb121140,
AUTHOR = "Xue, N. and Wang, Y. and Fan, X. and Min, M.",
TITLE = "Incremental zero-shot learning based on attributes for image
classification",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "850-854",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117295"}
@inproceedings{bb121141,
AUTHOR = "Jia, Z. and Zhang, J. and Huang, K. and Tan, T.",
TITLE = "Encyclopedia enhanced semantic embedding for zero-shot learning",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1287-1291",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117296"}
@inproceedings{bb121142,
AUTHOR = "Zhao, B. and Wu, B. and Wu, T. and Wang, Y.",
TITLE = "Zero-Shot Learning Posed as a Missing Data Problem",
BOOKTITLE = TASKCV17,
YEAR = "2017",
PAGES = "2616-2622",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117297"}
@inproceedings{bb121143,
AUTHOR = "Demirel, B. and Cinbis, R.G. and Ikizler Cinbis, N.",
TITLE = "Attributes2Classname:
A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "1241-1250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117298"}
@inproceedings{bb121144,
AUTHOR = "Xu, X. and Shen, F.M. and Yang, Y. and Zhang, D.X. and Shen, H.T. and Song, J.K.",
TITLE = "Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot
Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "2007-2016",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117299"}
@inproceedings{bb121145,
AUTHOR = "Morgado, P. and Vasconcelos, N.M.",
TITLE = "Semantically Consistent Regularization for Zero-Shot Recognition",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "2037-2046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117300"}
@inproceedings{bb121146,
AUTHOR = "Li, Y. and Wang, D. and Hu, H. and Lin, Y. and Zhuang, Y.",
TITLE = "Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5207-5215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117301"}
@inproceedings{bb121147,
AUTHOR = "Deutsch, S. and Kolouri, S. and Kim, K. and Owechko, Y. and Soatto, S.",
TITLE = "Zero Shot Learning via Multi-scale Manifold Regularization",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5292-5299",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117302"}
@inproceedings{bb121148,
AUTHOR = "Markowitz, J. and Schmidt, A.C. and Burlina, P.M. and Wang, I.J.",
TITLE = "Hierarchical zero-shot classification with convolutional neural
network features and semantic attribute learning",
BOOKTITLE = MVA17,
YEAR = "2017",
PAGES = "194-197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117303"}
@inproceedings{bb121149,
AUTHOR = "Naha, S. and Wang, Y.",
TITLE = "Object figure-ground segmentation using zero-shot learning",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2842-2847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117304"}
@inproceedings{bb121150,
AUTHOR = "Dolma, Y. and Namboodiri, V.P.",
TITLE = "Using Gaussian Processes to Improve Zero-Shot Learning with Relative
Attributes",
BOOKTITLE = ACCV16,
YEAR = "2016",
PAGES = "V: 150-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117305"}
@inproceedings{bb121151,
AUTHOR = "Li, H.H. and Wu, H.F. and Lin, S.J. and Lin, L. and Luo, X.N. and Izquierdo, E.",
TITLE = "Boosting Zero-Shot Image Classification via Pairwise Relationship
Learning",
BOOKTITLE = ACCV16,
YEAR = "2016",
PAGES = "I: 85-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117306"}
@inproceedings{bb121152,
AUTHOR = "Xian, Y. and Akata, Z. and Sharma, G. and Nguyen, Q. and Hein, M. and Schiele, B.",
TITLE = "Latent Embeddings for Zero-Shot Classification",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "69-77",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117307"}
@inproceedings{bb121153,
AUTHOR = "Qiao, R. and Liu, L. and Shen, C. and van den Hengel, A.J.",
TITLE = "Less is More: Zero-Shot Learning from Online Textual Documents with
Noise Suppression",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2249-2257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117308"}
@inproceedings{bb121154,
AUTHOR = "Al Halah, Z. and Stiefelhagen, R.",
TITLE = "Automatic Discovery, Association Estimation and Learning of Semantic
Attributes for a Thousand Categories",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5112-5121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117309"}
@inproceedings{bb121155,
AUTHOR = "Al Halah, Z. and Tapaswi, M. and Stiefelhagen, R.",
TITLE = "Recovering the Missing Link: Predicting Class-Attribute Associations
for Unsupervised Zero-Shot Learning",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5975-5984",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117310"}
@inproceedings{bb121156,
AUTHOR = "Zhang, Y. and Gong, B. and Shah, M.",
TITLE = "Fast Zero-Shot Image Tagging",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5985-5994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117311"}
@inproceedings{bb121157,
AUTHOR = "Akata, Z. and Malinowski, M. and Fritz, M. and Schiele, B.",
TITLE = "Multi-cue Zero-Shot Learning with Strong Supervision",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "59-68",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117312"}
@inproceedings{bb121158,
AUTHOR = "Jurie, F. and Bucher, M. and Herbin, S.",
TITLE = "Generating Visual Representations for Zero-Shot Classification",
BOOKTITLE = TASKCV17,
YEAR = "2017",
PAGES = "2666-2673",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117313"}
@inproceedings{bb121159,
AUTHOR = "Bucher, M. and Herbin, S. and Jurie, F.",
TITLE = "Improving Semantic Embedding Consistency by Metric Learning for
Zero-Shot Classiffication",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "V: 730-746",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117314"}
@inproceedings{bb121160,
AUTHOR = "Bucher, M. and Herbin, S. and Jurie, F.",
TITLE = "Hard Negative Mining for Metric Learning Based Zero-Shot Classification",
BOOKTITLE = TASKCV16,
YEAR = "2016",
PAGES = "III: 524-531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117315"}
@inproceedings{bb121161,
AUTHOR = "Ye, M. and Guo, Y.",
TITLE = "Zero-Shot Classification with Discriminative Semantic Representation
Learning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5103-5111",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117316"}
@inproceedings{bb121162,
AUTHOR = "Ye, M. and Guo, Y.H.",
TITLE = "Multi-Label Zero-Shot Learning With Transfer-Aware Label Embedding
Projection",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3671-3675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117317"}
@inproceedings{bb121163,
AUTHOR = "Li, X. and Guo, Y.H. and Schuurmans, D.",
TITLE = "Semi-Supervised Zero-Shot Classification with Label Representation
Learning",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4211-4219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117318"}
@inproceedings{bb121164,
AUTHOR = "Zhang, Z.M. and Saligrama, V.",
TITLE = "Zero-Shot Learning via Joint Latent Similarity Embedding",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "6034-6042",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117319"}
@inproceedings{bb121165,
AUTHOR = "Zhang, Z.M. and Saligrama, V.",
TITLE = "Zero-Shot Recognition via Structured Prediction",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "VII: 533-548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117320"}
@inproceedings{bb121166,
AUTHOR = "Zhang, Z.M. and Saligrama, V.",
TITLE = "Zero-Shot Learning via Semantic Similarity Embedding",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "4166-4174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117321"}
@inproceedings{bb121167,
AUTHOR = "Yang, Y.X. and Hospedales, T.M.",
TITLE = "Multivariate Regression on the Grassmannian for Predicting Novel
Domains",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "5071-5080",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117322"}
@inproceedings{bb121168,
AUTHOR = "Yang, Y.X. and Hospedales, T.M.",
TITLE = "Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian",
BOOKTITLE = DIFF-CV15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117323"}
@inproceedings{bb121169,
AUTHOR = "Naha, S. and Wang, Y.",
TITLE = "Zero-Shot Object Recognition Using Semantic Label Vectors",
BOOKTITLE = CRV15,
YEAR = "2015",
PAGES = "94-100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117324"}
@inproceedings{bb121170,
AUTHOR = "Fu, Z.Y. and Xiang, T.A. and Kodirov, E. and Gong, S.G.",
TITLE = "Zero-shot object recognition by semantic manifold distance",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "2635-2644",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117325"}
@inproceedings{bb121171,
AUTHOR = "Al Halah, Z. and Stiefelhagen, R.",
TITLE = "How to Transfer? Zero-Shot Object Recognition via Hierarchical
Transfer of Semantic Attributes",
BOOKTITLE = WACV15,
YEAR = "2015",
PAGES = "837-843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117326"}
@inproceedings{bb121172,
AUTHOR = "Jetley, S. and Romera Paredes, B. and Jayasumana, S. and Torr, P.H.S.",
TITLE = "Prototypical Priors:
From Improving Classification to Zero-Shot Learning",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117327"}
@inproceedings{bb121173,
AUTHOR = "Liu, L.C. and Wiliem, A. and Chen, S.K. and Lovell, B.C.",
TITLE = "Automatic and quantitative evaluation of attribute discovery methods",
BOOKTITLE = WACV16,
YEAR = "2016",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117328"}
@inproceedings{bb121174,
AUTHOR = "Liu, L.C. and Wiliem, A. and Chen, S.K. and Lovell, B.C.",
TITLE = "Automatic Image Attribute Selection for Zero-Shot Learning of Object
Categories",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "2619-2624",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117329"}
@inproceedings{bb121175,
AUTHOR = "Antol, S. and Agrawal, A. and Lu, J. and Mitchell, M. and Batra, D. and Zitnick, C.L. and Parikh, D.",
TITLE = "VQA: Visual Question Answering",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2425-2433",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117330"}
@inproceedings{bb121176,
AUTHOR = "Antol, S. and Zitnick, C.L. and Parikh, D.",
TITLE = "Zero-Shot Learning via Visual Abstraction",
BOOKTITLE = ECCV14,
YEAR = "2014",
PAGES = "IV: 401-416",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117331"}
@inproceedings{bb121177,
AUTHOR = "Kankuekul, P. and Kawewong, A. and Tangruamsub, S. and Hasegawa, O.",
TITLE = "Online incremental attribute-based zero-shot learning",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "3657-3664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605z1.html#TT117332"}
@article{bb121178,
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#TT117333"}
@article{bb121179,
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#TT117334"}
@article{bb121180,
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#TT117335"}
@article{bb121181,
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#TT117336"}
@article{bb121182,
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#TT117337"}
@article{bb121183,
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#TT117338"}
@article{bb121184,
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#TT117339"}
@article{bb121185,
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#TT117340"}
@article{bb121186,
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#TT117341"}
@article{bb121187,
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#TT117342"}
@article{bb121188,
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#TT117343"}
@article{bb121189,
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#TT117344"}
@inproceedings{bb121190,
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#TT117345"}
@article{bb121191,
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#TT117346"}
@inproceedings{bb121192,
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#TT117347"}
@article{bb121193,
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#TT117348"}
@article{bb121194,
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#TT117349"}
@article{bb121195,
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#TT117350"}
@article{bb121196,
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#TT117351"}
@article{bb121197,
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#TT117352"}
@article{bb121198,
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#TT117353"}
@article{bb121199,
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#TT117354"}
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