3.4k citations · 6.2k across the 136 of their papers we have counts for
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cs.CV2017
Deep Sampling Networks
Bolun Cai, Xiangmin Xu, Kailing Guo +2
Deep convolutional neural networks achieve excellent image up-sampling performance. However, CNN-based methods tend to restore high-resolution results highly depending on tradition…
cs.CV2017★ 21 cited
Lattice Long Short-Term Memory for Human Action Recognition
Lin Sun, Kui Jia, Kevin Chen +3
Human actions captured in video sequences are three-dimensional signals characterizing visual appearance and motion dynamics. To learn action patterns, existing methods adopt Convo…
cs.LG2017
Automatic Discoveries of Physical and Semantic Concepts via Association Priors of Neuron Groups
Shuai Li, Kui Jia, Xiaogang Wang
The recent successful deep neural networks are largely trained in a supervised manner. It {\it associates} complex patterns of input samples with neurons in the last layer, which f…