@inproceedings{bb126400, AUTHOR = "Mangla, P. and Singh, M. and Sinha, A. and Kumari, N. and Balasubramanian, V.N. and Krishnamurthy, B.", TITLE = "Charting the Right Manifold: Manifold Mixup for Few-shot Learning", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "2207-2216", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122479"} @inproceedings{bb126401, AUTHOR = "Chen, P.F. and Yuan, M.L. and Lu, T.", TITLE = "Multi-scale Comparison Network for Few-shot Learning", BOOKTITLE = MMMod20, YEAR = "2020", PAGES = "II:3-13", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122480"} @inproceedings{bb126402, AUTHOR = "Wang, X. and Yu, F. and Wang, R. and Darrell, T.J. and Gonzalez, J.E.", TITLE = "TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "1831-1840", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122481"} @inproceedings{bb126403, AUTHOR = "Zhang, H.G. and Zhang, J. and Koniusz, P.", TITLE = "Few-Shot Learning via Saliency-Guided Hallucination of Samples", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2765-2774", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122482"} @inproceedings{bb126404, AUTHOR = "Wu, Z.H. and Shi, X.X. and Lin, G.S. and Cai, J.F.", TITLE = "Learning Meta-class Memory for Few-Shot Semantic Segmentation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "497-506", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122483"} @inproceedings{bb126405, AUTHOR = "Zhang, C. and Lin, G.S. and Liu, F. and Yao, R. and Shen, C.H.", TITLE = "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "5212-5221", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122484"} @inproceedings{bb126406, AUTHOR = "Chu, W.H. and Li, Y.J. and Chang, J.C. and Wang, Y.C.A.F.", TITLE = "Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "6244-6253", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122485"} @inproceedings{bb126407, AUTHOR = "Alfassy, A. and Karlinsky, L. and Aides, A. and Shtok, J. and Harary, S. and Feris, R.S. and Giryes, R. and Bronstein, A.M.", TITLE = "LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "6541-6550", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122486"} @inproceedings{bb126408, AUTHOR = "Wertheimer, D. and Hariharan, B.", TITLE = "Few-Shot Learning With Localization in Realistic Settings", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "6551-6560", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122487"} @inproceedings{bb126409, AUTHOR = "Wang, T. and Zhang, X.P. and Yuan, L. and Feng, J.S.", TITLE = "Few-Shot Adaptive Faster R-CNN", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "7166-7175", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122488"} @inproceedings{bb126410, AUTHOR = "Fei, N.Y. and Guan, J.C. and Lu, Z.W. and Gao, Y.Z.", TITLE = "Few-shot Zero-shot Learning: Knowledge Transfer with Less Supervision", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "III:592-608", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122489"} @inproceedings{bb126411, AUTHOR = "Li, A. and Luo, T. and Lu, Z.W. and Xiang, T. and Wang, L.W.", TITLE = "Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "7205-7213", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122490"} @inproceedings{bb126412, AUTHOR = "Li, W.B. and Wang, L. and Xu, J.L. and Huo, J. and Gao, Y. and Luo, J.B.", TITLE = "Revisiting Local Descriptor Based Image-To-Class Measure for Few-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "7253-7260", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122491"} @inproceedings{bb126413, AUTHOR = "Schonfeld, E. and Ebrahimi, S. and Sinha, S. and Darrell, T.J. and Akata, Z.", TITLE = "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "8239-8247", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122492"} @inproceedings{bb126414, AUTHOR = "Dutta, A. and Mancini, M. and Akata, Z.", TITLE = "Concurrent Discrimination and Alignment for Self-Supervised Feature Learning", BOOKTITLE = DeepMTL21, YEAR = "2021", PAGES = "2189-2198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122493"} @inproceedings{bb126415, AUTHOR = "Pastore, G. and Cermelli, F. and Xian, Y.Q. and Mancini, M. and Akata, Z. and Caputo, B.", TITLE = "A Closer Look at Self-training for Zero-Label Semantic Segmentation", BOOKTITLE = LLID21, YEAR = "2021", PAGES = "2687-2696", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122494"} @inproceedings{bb126416, AUTHOR = "Xian, Y.Q. and Choudhury, S. and He, Y. and Schiele, B. and Akata, Z.", TITLE = "Semantic Projection Network for Zero- and Few-Label Semantic Segmentation", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "8248-8257", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122495"} @inproceedings{bb126417, AUTHOR = "Lifchitz, Y. and Avrithis, Y. and Picard, S. and Bursuc, A.", TITLE = "Dense Classification and Implanting for Few-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9250-9259", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122496"} @inproceedings{bb126418, AUTHOR = "Ye, M. and Guo, Y.H.", TITLE = "Progressive Ensemble Networks for Zero-Shot Recognition", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11720-11728", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122497"} @inproceedings{bb126419, AUTHOR = "Atzmon, Y. and Chechik, G.", TITLE = "Adaptive Confidence Smoothing for Generalized Zero-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11663-11672", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122498"} @inproceedings{bb126420, AUTHOR = "Kampffmeyer, M. and Chen, Y. and Liang, X.D. and Wang, H. and Zhang, Y.J. and Xing, E.P.", TITLE = "Rethinking Knowledge Graph Propagation for Zero-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11479-11488", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122499"} @inproceedings{bb126421, AUTHOR = "Tong, B. and Wang, C. and Klinkigt, M. and Kobayashi, Y. and Nonaka, Y.", TITLE = "Hierarchical Disentanglement of Discriminative Latent Features for Zero-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11459-11468", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122500"} @inproceedings{bb126422, AUTHOR = "Hascoet, T. and Ariki, Y. and Takiguchi, T.", TITLE = "On Zero-Shot Recognition of Generic Objects", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9545-9553", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122501"} @inproceedings{bb126423, AUTHOR = "Xie, G.S. and Liu, L. and Jin, X.B. and Zhu, F. and Zhang, Z. and Qin, J. and Yao, Y.Z. and Shao, L.", TITLE = "Attentive Region Embedding Network for Zero-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9376-9385", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122502"} @inproceedings{bb126424, AUTHOR = "Xie, G.S. and Liu, L. and Zhu, F. and Zhao, F. and Zhang, Z. and Yao, Y.Z. and Qin, J. and Shao, L.", TITLE = "Region Graph Embedding Network for Zero-shot Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "IV:562-580", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122503"} @inproceedings{bb126425, AUTHOR = "Paul, A. and Krishnan, N.C. and Munjal, P.", TITLE = "Semantically Aligned Bias Reducing Zero Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "7049-7058", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122504"} @inproceedings{bb126426, AUTHOR = "Ding, Z.M. and Liu, H.F.", TITLE = "Marginalized Latent Semantic Encoder for Zero-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "6184-6192", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122505"} @inproceedings{bb126427, AUTHOR = "Li, J. and Lan, X.G. and Liu, Y. and Wang, L. and Zheng, N.N.", TITLE = "Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "5458-5467", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122506"} @inproceedings{bb126428, AUTHOR = "Zhu, P.K. and Wang, H.X. and Saligrama, V.", TITLE = "Generalized Zero-Shot Recognition Based on Visually Semantic Embedding", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2990-2998", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122507"} @inproceedings{bb126429, AUTHOR = "Pal, A. and Balasubramanian, V.N.", TITLE = "Zero-Shot Task Transfer", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2184-2193", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122508"} @inproceedings{bb126430, AUTHOR = "Sariyildiz, M.B. and Cinbis, R.G.", TITLE = "Gradient Matching Generative Networks for Zero-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "2163-2173", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122509"} @inproceedings{bb126431, AUTHOR = "Huang, H. and Wang, C.H. and Yu, P.S. and Wang, C.D.", TITLE = "Generative Dual Adversarial Network for Generalized Zero-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "801-810", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122510"} @inproceedings{bb126432, AUTHOR = "Li, J.J. and Jing, M.M. and Lu, K. and Ding, Z.M. and Zhu, L. and Huang, Z.", TITLE = "Leveraging the Invariant Side of Generative Zero-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "7394-7403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122511"} @inproceedings{bb126433, AUTHOR = "Li, H.Y. and Eigen, D. and Dodge, S. and Zeiler, M. and Wang, X.G.", TITLE = "Finding Task-Relevant Features for Few-Shot Learning by Category Traversal", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "1-10", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122512"} @inproceedings{bb126434, AUTHOR = "Kim, J. and Kim, T. and Kim, S. and Yoo, C.D.", TITLE = "Edge-Labeling Graph Neural Network for Few-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "11-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122513"} @inproceedings{bb126435, AUTHOR = "Gidaris, S. and Komodakis, N.", TITLE = "Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "21-30", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122514"} @inproceedings{bb126436, AUTHOR = "Sun, Q.R. and Liu, Y.Y. and Chua, T.S. and Schiele, B.", TITLE = "Meta-Transfer Learning for Few-Shot Learning", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "403-412", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122515"} @inproceedings{bb126437, AUTHOR = "Pahde, F. and Ostapenko, O. and Hnichen, P.J. and Klein, T. and Nabi, M.", TITLE = "Self-Paced Adversarial Training for Multimodal Few-Shot Learning", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "218-226", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122516"} @inproceedings{bb126438, AUTHOR = "Mehrotra, A. and Dukkipati, A.", TITLE = "Skip Residual Pairwise Networks With Learnable Comparative Functions for Few-Shot Learning", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "886-894", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122517"} @inproceedings{bb126439, AUTHOR = "Pahde, F. and Puscas, M. and Wolff, J. and Klein, T. and Sebe, N. and Nabi, M.", TITLE = "Low-Shot Learning From Imaginary 3D Model", BOOKTITLE = WACV19, YEAR = "2019", PAGES = "978-985", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122518"} @inproceedings{bb126440, AUTHOR = "Gidaris, S. and Komodakis, N.", TITLE = "Dynamic Few-Shot Visual Learning Without Forgetting", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "4367-4375", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122519"} @inproceedings{bb126441, AUTHOR = "Qiao, S. and Liu, C. and Shen, W. and Yuille, A.L.", TITLE = "Few-Shot Image Recognition by Predicting Parameters from Activations", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "7229-7238", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122520"} @inproceedings{bb126442, AUTHOR = "Wang, Y. and Girshick, R. and Hebert, M. and Hariharan, B.", TITLE = "Low-Shot Learning from Imaginary Data", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "7278-7286", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122521"} @inproceedings{bb126443, AUTHOR = "Zhao, F. and Zhao, J. and Yan, S.C. and Feng, J.S.", TITLE = "Dynamic Conditional Networks for Few-Shot Learning", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "XV: 20-36", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122522"} @inproceedings{bb126444, AUTHOR = "Pahde, F. and Nabi, M. and Klein, T. and Jahnichen, P.", TITLE = "Discriminative Hallucination for Multi-Modal Few-Shot Learning", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "156-160", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122523"} @inproceedings{bb126445, AUTHOR = "Qi, H. and Brown, M. and Lowe, D.G.", TITLE = "Low-Shot Learning with Imprinted Weights", BOOKTITLE = CVPR18, YEAR = "2018", PAGES = "5822-5830", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122524"} @inproceedings{bb126446, AUTHOR = "Hariharan, B. and Girshick, R.", TITLE = "Low-Shot Visual Recognition by Shrinking and Hallucinating Features", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "3037-3046", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122525"} @inproceedings{bb126447, AUTHOR = "Xu, Z. and Zhu, L. and Yang, Y.", TITLE = "Few-Shot Object Recognition from Machine-Labeled Web Images", BOOKTITLE = CVPR17, YEAR = "2017", PAGES = "5358-5366", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605fes2.html#TT122526"} @article{bb126448, AUTHOR = "Liu, B. and Yu, X.C. and Yu, A.Z. and Zhang, P.Q. and Wan, G. and Wang, R.R.", TITLE = "Deep Few-Shot Learning for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "2290-2304", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122527"} @article{bb126449, AUTHOR = "Liu, B. and Yu, A.Z. and Yu, X.C. and Wang, R.R. and Gao, K.L. and Guo, W.Y.", TITLE = "Deep Multiview Learning for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "59", YEAR = "2021", NUMBER = "9", MONTH = "September", PAGES = "7758-7772", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122528"} @article{bb126450, AUTHOR = "Gao, K.L. and Liu, B. and Yu, X.C. and Qin, J.C. and Zhang, P.Q. and Tan, X.", TITLE = "Deep Relation Network for Hyperspectral Image Few-Shot Classification", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "6", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122529"} @article{bb126451, AUTHOR = "Qin, Y. and Zhang, W. and Wang, Z. and Zhao, C. and Shi, J.", TITLE = "Layer-Wise Adaptive Updating for Few-Shot Image Classification", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "2044-2048", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122530"} @article{bb126452, AUTHOR = "Zhang, H.J. and Zhan, T.Y. and Davidson, I.", TITLE = "A Self-Supervised Deep Learning Framework for Unsupervised Few-Shot Learning and Clustering", JOURNAL = PRL, VOLUME = "148", YEAR = "2021", PAGES = "75-81", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122531"} @article{bb126453, AUTHOR = "Zhang, L. and Zhang, S. and Zou, B. and Dong, H.W.", TITLE = "Unsupervised Deep Representation Learning and Few-Shot Classification of PolSAR Images", JOURNAL = GeoRS, VOLUME = "60", YEAR = "2022", PAGES = "1-16", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122532"} @article{bb126454, AUTHOR = "Chen, C. and Li, K.L. and Wei, W. and Zhou, J.T.Y. and Zeng, Z.", TITLE = "Hierarchical Graph Neural Networks for Few-Shot Learning", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "1", MONTH = "January", PAGES = "240-252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122533"} @article{bb126455, AUTHOR = "Cheng, H. and Zhou, J.T.Y. and Tay, W.P. and Wen, B.", TITLE = "Graph Neural Networks With Triple Attention for Few-Shot Learning", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "8225-8239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122534"} @article{bb126456, AUTHOR = "Li, Y.F. and Chen, C. and Yan, W.Q. and Cheng, Z.Y. and Tan, H.L. and Zhang, W.J.", TITLE = "Cascade Graph Neural Networks for Few-Shot Learning on Point Clouds", JOURNAL = ITS, VOLUME = "24", YEAR = "2023", NUMBER = "8", MONTH = "August", PAGES = "8788-8798", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122535"} @article{bb126457, AUTHOR = "Xu, B.R. and Zeng, Z.G. and Lian, C. and Ding, Z.M.", TITLE = "Few-Shot Domain Adaptation via Mixup Optimal Transport", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "2518-2528", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122536"} @article{bb126458, AUTHOR = "Li, N. and Zhou, D.Y. and Shi, J. and Zheng, X.L. and Wu, T. and Yang, Z.", TITLE = "Graph-Based Deep Multitask Few-Shot Learning for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122537"} @article{bb126459, AUTHOR = "Luo, J.J. and Si, W.J. and Deng, Z.", TITLE = "Few-Shot Learning for Radar Signal Recognition Based on Tensor Imprint and Re-Parameterization Multi-Channel Multi-Branch Model", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "1327-1331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122538"} @article{bb126460, AUTHOR = "Chi, Z.Q. and Wang, Z. and Yang, M.P. and Li, D.D. and Du, W.L.", TITLE = "Learning to Capture the Query Distribution for Few-Shot Learning", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "7", MONTH = "July", PAGES = "4163-4173", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122539"} @article{bb126461, AUTHOR = "Zhu, P.F. and Zhu, Z.L. and Wang, Y. and Zhang, J.L. and Zhao, S.", TITLE = "Multi-granularity episodic contrastive learning for few-shot learning", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108820", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122540"} @article{bb126462, AUTHOR = "Dai, Z.Y. and Yi, J.J. and Yan, L. and Xu, Q.W. and Hu, L. and Zhang, Q. and Li, J.H. and Wang, G.Q.", TITLE = "PFEMed: Few-shot medical image classification using prior guided feature enhancement", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109108", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122541"} @article{bb126463, AUTHOR = "Chen, Y.D. and Yan, H. and Yang, Z.X. and Wu, E.", TITLE = "Meta-transfer-adjustment learning for few-shot learning", JOURNAL = JVCIR, VOLUME = "89", YEAR = "2022", PAGES = "103678", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122542"} @article{bb126464, AUTHOR = "Chen, Y.Q. and Li, Y.Y. and Mao, H. and Chai, X.H. and Jiao, L.C.", TITLE = "A Novel Deep Nearest Neighbor Neural Network for Few-Shot Remote Sensing Image Scene Classification", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122543"} @article{bb126465, AUTHOR = "Chen, Y.Q. and Li, Y.Y. and Mao, H. and Liu, G.Y. and Chai, X.H. and Jiao, L.C.", TITLE = "A Novel Discriminative Enhancement Method for Few-Shot Remote Sensing Image Scene Classification", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "18", PAGES = "4588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122544"} @article{bb126466, AUTHOR = "Zhang, C. and Cai, Y.J. and Lin, G.S. and Shen, C.H.", TITLE = "DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "5", MONTH = "May", PAGES = "5632-5648", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122545"} @inproceedings{bb126467, AUTHOR = "Zhang, C. and Cai, Y.J. and Lin, G.S. and Shen, C.H.", TITLE = "DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "12200-12210", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122546"} @article{bb126468, AUTHOR = "Zhong, X. and Gu, C. and Ye, M. and Huang, W.X. and Lin, C.W.", TITLE = "Graph Complemented Latent Representation for Few-Shot Image Classification", JOURNAL = MultMed, VOLUME = "25", YEAR = "2023", PAGES = "1979-1990", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122547"} @inproceedings{bb126469, AUTHOR = "Zhong, X. and Gu, C. and Huang, W.X. and Li, L. and Chen, S.Q. and Lin, C.W.", TITLE = "Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning Approach", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "2677-2684", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122548"} @article{bb126470, AUTHOR = "Fu, W. and Zhou, L. and Chen, J.", TITLE = "Query-Specific Embedding Co-Adaptation Improve Few-Shot Image Classification", JOURNAL = SPLetters, VOLUME = "30", YEAR = "2023", PAGES = "783-787", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122549"} @article{bb126471, AUTHOR = "Zhang, G.M. and Zhao, Y. and Wang, J.", TITLE = "Few-shot node classification on attributed networks based on deep metric learning for Cyber-Physical-Social Services", JOURNAL = PRL, VOLUME = "173", YEAR = "2023", PAGES = "87-92", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122550"} @inproceedings{bb126472, AUTHOR = "Xie, J.T. and Long, F. and Lv, J.M. and Wang, Q.L. and Li, P.H.", TITLE = "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "7962-7971", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122551"} @inproceedings{bb126473, AUTHOR = "San Emeterio, M.G.", TITLE = "A Survey on Few-Shot Techniques in the Context of Computer Vision Applications Based on Deep Learning", BOOKTITLE = HBAxSCES22, YEAR = "2022", PAGES = "14-25", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122552"} @inproceedings{bb126474, AUTHOR = "Afrasiyabi, A. and Larochelle, H. and Lalonde, J.F. and Gagne, C.", TITLE = "Matching Feature Sets for Few-Shot Image Classification", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "9004-9014", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122553"} @inproceedings{bb126475, AUTHOR = "Afrasiyabi, A. and Lalonde, J.F. and Gagne, C.", TITLE = "Mixture-based Feature Space Learning for Few-shot Image Classification", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9021-9031", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122554"} @inproceedings{bb126476, AUTHOR = "Yin, C.X. and Wu, K. and Che, Z.P. and Jiang, B. and Xu, Z.Y. and Tang, J.", TITLE = "Hierarchical Graph Attention Network for Few-shot Visual-Semantic Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "2157-2166", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122555"} @inproceedings{bb126477, AUTHOR = "Osahor, U. and Nasrabadi, N.M.", TITLE = "Ortho-Shot: Low Displacement Rank Regularization with Data Augmentation for Few-Shot Learning", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2040-2049", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122556"} @inproceedings{bb126478, AUTHOR = "Garg, A. and Bagga, S. and Singh, Y. and Anand, S.", TITLE = "HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised Learning", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "2061-2070", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122557"} @inproceedings{bb126479, AUTHOR = "Yang, F.Y. and Wang, R.P. and Chen, X.L.", TITLE = "Semantic Guided Latent Parts Embedding for Few-Shot Learning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "5436-5446", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122558"} @inproceedings{bb126480, AUTHOR = "Yang, F.Y. and Wang, R.P. and Chen, X.L.", TITLE = "SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "1586-1596", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122559"} @inproceedings{bb126481, AUTHOR = "Ye, C.G. and Zhu, H.Y. and Liao, Y.B. and Zhang, Y.G. and Chen, T. and Fan, J.Y.", TITLE = "What Makes for Effective Few-shot Point Cloud Classification?", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "267-276", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122560"} @inproceedings{bb126482, AUTHOR = "Pahde, F. and Puscas, M. and Klein, T. and Nabi, M.", TITLE = "Multimodal Prototypical Networks for Few-shot Learning", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "2643-2652", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122561"} @inproceedings{bb126483, AUTHOR = "Luo, Q.X. and Wang, L.F. and Lv, J. and Xiang, S.M. and Pan, C.H.", TITLE = "Few-Shot Learning via Feature Hallucination with Variational Inference", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "3962-3971", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122562"} @inproceedings{bb126484, AUTHOR = "Hamidouche, M. and Lassance, C. and Hu, Y. and Drumetz, L. and Pasdeloup, B. and Gripon, V.", TITLE = "Improving Classification Accuracy With Graph Filtering", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "334-338", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122563"} @inproceedings{bb126485, AUTHOR = "Minami, S. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.", TITLE = "Knowledge Transfer Graph for Deep Collaborative Learning", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "IV:203-217", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122564"} @inproceedings{bb126486, AUTHOR = "Kim, J. and Kim, M. and Kim, J.U. and Lee, H.J. and Lee, S. and Hong, J. and Ro, Y.M.", TITLE = "Learning Style Correlation for Elaborate Few-Shot Classification", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1791-1795", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122565"} @inproceedings{bb126487, AUTHOR = "Sbai, O. and Couprie, C. and Aubry, M.", TITLE = "Unsupervised Image Decomposition in Vector Layers", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1576-1580", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122566"} @inproceedings{bb126488, AUTHOR = "Sbai, O. and Couprie, C. and Aubry, M.", TITLE = "Impact of Base Dataset Design on Few-shot Image Classification", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XVI: 597-613", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122567"} @inproceedings{bb126489, AUTHOR = "Seo, S. and Seo, P.H. and Han, B.H.", TITLE = "Learning for Single-Shot Confidence Calibration in Deep Neural Networks Through Stochastic Inferences", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "9022-9030", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122568"} @inproceedings{bb126490, AUTHOR = "Lin, C. and Wang, Y.F. and Lei, C. and Chen, K.", TITLE = "Semantics-Guided Data Hallucination for Few-Shot Visual Classification", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "3302-3306", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122569"} @inproceedings{bb126491, AUTHOR = "Chu, W. and Wang, Y.F.", TITLE = "Learning Semantics-Guided Visual Attention for Few-Shot Image Classification", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "2979-2983", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605defe3.html#TT122570"} @article{bb126492, AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.", TITLE = "One-Shot Learning of Object Categories", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "4", MONTH = "April", PAGES = "594-611", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT122571"} @inproceedings{bb126493, AUTHOR = "Fei Fei, L. and Fergus, R. and Perona, P.", TITLE = "A bayesian approach to unsupervised one-shot learning of object categories", BOOKTITLE = ICCV03, YEAR = "2003", PAGES = "1134-1141", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT122572"} @inproceedings{bb126494, AUTHOR = "Wang, G. and Zhang, Y. and Fei Fei, L.", TITLE = "Using Dependent Regions for Object Categorization in a Generative Framework", BOOKTITLE = CVPR06, YEAR = "2006", PAGES = "II: 1597-1604", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT122573"} @article{bb126495, AUTHOR = "Zhuang, S. and Wang, P. and Jiang, B. and Wang, G. and Wang, C.", TITLE = "A Single Shot Framework with Multi-Scale Feature Fusion for Geospatial Object Detection", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "5", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT122574"} @article{bb126496, AUTHOR = "Woo, S.H. and Hwang, S. and Jang, H.D. and Kweon, I.S.", TITLE = "Gated bidirectional feature pyramid network for accurate one-shot detection", JOURNAL = MVA, VOLUME = "30", YEAR = "2019", NUMBER = "4", MONTH = "June", PAGES = "543-555", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT122575"} @article{bb126497, AUTHOR = "Chen, Z. and Fu, Y. and Zhang, Y. and Jiang, Y. and Xue, X. and Sigal, L.", TITLE = "Multi-Level Semantic Feature Augmentation for One-Shot Learning", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "9", MONTH = "Sep", PAGES = "4594-4605", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT122576"} @article{bb126498, AUTHOR = "Sihag, S. and Tajer, A.", TITLE = "Optimal Network Parameter Estimation: Single-Shot Exchange of Local Decisions", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "9", MONTH = "September", PAGES = "1280-1284", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT122577"} @article{bb126499, AUTHOR = "Zhang, L.L. and Liu, J. and Luo, M. and Chang, X.J. and Zheng, Q.H. and Hauptmann, A.G.", TITLE = "Scheduled sampling for one-shot learning via matching network", JOURNAL = PR, VOLUME = "96", YEAR = "2019", PAGES = "106962", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605os1.html#TT122578"}