Keyword [DenseNet]
Huang G, Liu Z, Van Der Maaten L, et al. Densely connected convolutional networks[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2017: 4700-4708.
(CVPR 2017) Deep feature flow for video recognition
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In
Paper Note
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Basic Tasks
Keyword [Optical Flow] [FlowNet]
Zhu X, Xiong Y, Dai J, et al. Deep feature flow for video recognition[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017: 2349-2358.
(MICCAI 2015) U-net:Convolutional networks for biomedical image segmentation
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In
Paper Note
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Architecture
,
Component
Ronneberger O, Fischer P, Brox T. U-net: Convolutional networks for biomedical image segmentation[C]//International Conference on Medical image computing and computer-assisted intervention. Springer, Cham, 2015: 234-241.
(2015) Unsupervised representation learning with deep convolutional generative adversarial networks
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In
Paper Note
,
GAN
Radford A, Metz L, Chintala S. Unsupervised representation learning with deep convolutional generative adversarial networks[J]. arXiv preprint arXiv:1511.06434, 2015.
(CVPR 2017) Convolutional neural network architecture for geometric matching
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In
Paper Note
,
Image Enhancement
,
Style Transfer
Keyword [Image Transformation] [geometric matching]
Rocco I, Arandjelovic R, Sivic J. Convolutional neural network architecture for geometric matching[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017: 6148-6157.