One-shot learning (computer vision) (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "One-shot learning (computer vision)" in English language version.

refsWebsite

Global rank English rank

12doi.org

2^nd place

10nih.gov

4^th place

10semanticscholar.org

11^th place

8^th place

10stanford.edu

179^th place

183^rd place

3umass.edu

3,341^st place

2,191^st place

1uni-giessen.de

low place

1harvard.edu

18^th place

17^th place

1nus.edu.sg

2,776^th place

2,052^nd place

1psu.edu

207^th place

136^th place

1tu-dresden.de

low place

1utexas.edu

916^th place

706^th place

1arxiv.org

69^th place

59^th place

1springer.com

274^th place

309^th place

1ox.ac.uk

613^th place

456^th place

1researchgate.net

120^th place

125^th place

1youtube.com

9^th place

13^th place

1ghostarchive.org

32^nd place

21^st place

arxiv.org

Attias 1999. Attias, H. (1999). "Inferring Parameters and Structure of Latent Variable Models by Variational Bayes". Proc. Of the 15th Conf. In Uncertainty in Artificial Intelligence: 21–30. arXiv:1301.6676.

doi.org

Thorpe, Fize & Marlot 1996. Thorpe, S.; Fize, D.; Marlot, C. (1996). "Speed of processing in the human visual system" (PDF). Nature. 381 (6582): 520–522, 1996. Bibcode:1996Natur.381..520T. doi:10.1038/381520a0. PMID 8632824. S2CID 4303570.
Biederman 1987. Biederman, I. (1987). "Recognition-by-Components: a theory of human understanding" (PDF). Psychological Review. 94 (2): 115–147. doi:10.1037/0033-295X.94.2.115. PMID 3575582.
Li, Fergus & Perona 2006, Section 1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Weber, Welling & Perona 2000. Weber, M.; Welling, M.; Perona, P. (2000). "Unsupervised Learning of Models for Recognition" (PDF). Proc. European Conf. Computer Vision. Lecture Notes in Computer Science. 1842: 101–108. doi:10.1007/3-540-45054-8_2. ISBN 978-3-540-67685-0.
Kadir & Brady 2001. Kadir, T.; Brady, M. (2001). "Scale, Saliency, and Image Description". International Journal of Computer Vision. 45 (2): 83–105. doi:10.1023/A:1012460413855. S2CID 825395.
Li, Fergus & Perona 2006, Section 3.2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.2.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.4.3. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 5.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Sections 4, 5.2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.

ghostarchive.org

Few-Shot Learning (2/3): Siamese Networks. YouTube. Archived from the original on 2021-12-10.

harvard.edu

ui.adsabs.harvard.edu

Thorpe, Fize & Marlot 1996. Thorpe, S.; Fize, D.; Marlot, C. (1996). "Speed of processing in the human visual system" (PDF). Nature. 381 (6582): 520–522, 1996. Bibcode:1996Natur.381..520T. doi:10.1038/381520a0. PMID 8632824. S2CID 4303570.

nih.gov

pubmed.ncbi.nlm.nih.gov

Thorpe, Fize & Marlot 1996. Thorpe, S.; Fize, D.; Marlot, C. (1996). "Speed of processing in the human visual system" (PDF). Nature. 381 (6582): 520–522, 1996. Bibcode:1996Natur.381..520T. doi:10.1038/381520a0. PMID 8632824. S2CID 4303570.
Biederman 1987. Biederman, I. (1987). "Recognition-by-Components: a theory of human understanding" (PDF). Psychological Review. 94 (2): 115–147. doi:10.1037/0033-295X.94.2.115. PMID 3575582.
Li, Fergus & Perona 2006, Section 1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.2.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.4.3. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 5.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Sections 4, 5.2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.

nus.edu.sg

courses.nus.edu.sg

Biederman 1987. Biederman, I. (1987). "Recognition-by-Components: a theory of human understanding" (PDF). Psychological Review. 94 (2): 115–147. doi:10.1037/0033-295X.94.2.115. PMID 3575582.

ox.ac.uk

host.robots.ox.ac.uk

Fergus, Perona & Zisserman 2003. Fergus, R.; Perona, P.; Zisserman, A. (2003). "Object Class Recognition by Unsupervised Scale-Invariant Learning" (PDF). Proc. Computer Vision and Pattern Recognition: 264–271.

psu.edu

citeseerx.ist.psu.edu

Fink 2004. Fink, M. (2004). "Object classification from a single example utilizing class relevance pseudo-metrics". NIPS. CiteSeerX 10.1.1.91.7461.

researchgate.net

Kadir & Brady 2001. Kadir, T.; Brady, M. (2001). "Scale, Saliency, and Image Description". International Journal of Computer Vision. 45 (2): 83–105. doi:10.1023/A:1012460413855. S2CID 825395.

semanticscholar.org

api.semanticscholar.org

Thorpe, Fize & Marlot 1996. Thorpe, S.; Fize, D.; Marlot, C. (1996). "Speed of processing in the human visual system" (PDF). Nature. 381 (6582): 520–522, 1996. Bibcode:1996Natur.381..520T. doi:10.1038/381520a0. PMID 8632824. S2CID 4303570.
Li, Fergus & Perona 2006, Section 1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Kadir & Brady 2001. Kadir, T.; Brady, M. (2001). "Scale, Saliency, and Image Description". International Journal of Computer Vision. 45 (2): 83–105. doi:10.1023/A:1012460413855. S2CID 825395.
Li, Fergus & Perona 2006, Section 3.2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.2.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.4.3. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 5.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Sections 4, 5.2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.

springer.com

link.springer.com

Weber, Welling & Perona 2000. Weber, M.; Welling, M.; Perona, P. (2000). "Unsupervised Learning of Models for Recognition" (PDF). Proc. European Conf. Computer Vision. Lecture Notes in Computer Science. 1842: 101–108. doi:10.1007/3-540-45054-8_2. ISBN 978-3-540-67685-0.

stanford.edu

vision.stanford.edu

Li, Fergus & Perona 2006, Section 1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li 2006, Section 1. Li, Fei Fei (2006). "Knowledge transfer in learning to recognize visual object classes" (PDF). International Conference on Development and Learning (ICDL).
Li, Fergus & Perona 2006, Section 2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li 2006, Section 2. Li, Fei Fei (2006). "Knowledge transfer in learning to recognize visual object classes" (PDF). International Conference on Development and Learning (ICDL).
Li, Fergus & Perona 2006, Section 3.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.2.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 3.4.3. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Section 5.1. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.
Li, Fergus & Perona 2006, Sections 4, 5.2. Li, Fei Fei; Fergus, R.; Perona, P. (2006). "One-Shot learning of object categories" (PDF). IEEE Transactions on Pattern Analysis and Machine Intelligence. 28 (4): 594–611. doi:10.1109/TPAMI.2006.79. PMID 16566508. S2CID 6953475.

tu-dresden.de

inf.tu-dresden.de

Bart & Ullman 2005. Bart; Ullman (2005). "Cross-generalization: learning novel classes from a single example by feature replacement" (PDF). CVPR.

umass.edu

people.cs.umass.edu

Miller et al. Miller; Matsakis; Viola (2000). "Learning from One Example through Shared Densities on Transforms" (PDF). Proc. Computer Vision and Pattern Recognition.
Miller, Matsakis & Viola 2000, Section 4. Miller; Matsakis; Viola (2000). "Learning from One Example through Shared Densities on Transforms" (PDF). Proc. Computer Vision and Pattern Recognition.
Miller, Matsakis & Viola 2000, Section 7. Miller; Matsakis; Viola (2000). "Learning from One Example through Shared Densities on Transforms" (PDF). Proc. Computer Vision and Pattern Recognition.

uni-giessen.de

allpsych.uni-giessen.de

Thorpe, Fize & Marlot 1996. Thorpe, S.; Fize, D.; Marlot, C. (1996). "Speed of processing in the human visual system" (PDF). Nature. 381 (6582): 520–522, 1996. Bibcode:1996Natur.381..520T. doi:10.1038/381520a0. PMID 8632824. S2CID 4303570.

utexas.edu

cs.utexas.edu

Hoiem, Efros & Herbert 2005. Hoiem, D.; Efros, A.A.; Herbert, M. (2005). "Geometric context from a single image" (PDF). ICCV.

youtube.com

Few-Shot Learning (2/3): Siamese Networks. YouTube. Archived from the original on 2021-12-10.