ISD: Self-Supervised Learning by Iterative Similarity Distillation.
作者： Hamed Pirsiavash , Paolo Favaro , Vipin Pillai , Ajinkya Tejankar , Soroush Abbasi Koohpayegani
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摘要: … method on unbalanced data, we design a controlled setting to introduce the unbalanced data … To make sure that the feature evaluation is not affected by the unbalanced data, we keep …
arxiv.org参考文章(50)
Lukas Bossard, Matthieu Guillaumin, Luc Van Gool, Food-101 – Mining Discriminative Components with Random Forests european conference on computer vision. ,vol. 8694, pp. 446- 461 ,(2014) , 10.1007/978-3-319-10599-4_29
Geoffrey Hinton, Oriol Vinyals, Jeff Dean, Distilling the Knowledge in a Neural Network arXiv: Machine Learning. ,(2015)
O. M. Parkhi, A. Vedaldi, A. Zisserman, C. V. Jawahar, Cats and dogs computer vision and pattern recognition. pp. 3498- 3505 ,(2012) , 10.1109/CVPR.2012.6248092
Jianxiong Xiao, James Hays, Krista A. Ehinger, Aude Oliva, Antonio Torralba, SUN database: Large-scale scene recognition from abbey to zoo computer vision and pattern recognition. pp. 3485- 3492 ,(2010) , 10.1109/CVPR.2010.5539970
Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos, Sammy Mohamed, Andrea Vedaldi, Describing Textures in the Wild computer vision and pattern recognition. pp. 3606- 3613 ,(2014) , 10.1109/CVPR.2014.461
Jonathan Krause, Michael Stark, Jia Deng, Li Fei-Fei, 3D Object Representations for Fine-Grained Categorization international conference on computer vision. pp. 554- 561 ,(2013) , 10.1109/ICCVW.2013.77
R. Hadsell, S. Chopra, Y. LeCun, Dimensionality Reduction by Learning an Invariant Mapping computer vision and pattern recognition. ,vol. 2, pp. 1735- 1742 ,(2006) , 10.1109/CVPR.2006.100
Li Fei-Fei, R. Fergus, P. Perona, Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories computer vision and pattern recognition. ,vol. 13, pp. 178- 178 ,(2004) , 10.1109/CVPR.2004.383
Mehdi Noroozi, Paolo Favaro, Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles Computer Vision – ECCV 2016. pp. 69- 84 ,(2016) , 10.1007/978-3-319-46466-4_5
Richard Zhang, Phillip Isola, Alexei A. Efros, Colorful Image Colorization european conference on computer vision. pp. 649- 666 ,(2016) , 10.1007/978-3-319-46487-9_40