Search Results for author: Falong Shen

Found 5 papers, 2 papers with code

Neural Style Transfer via Meta Networks

no code implementations CVPR 2018 Falong Shen, Shuicheng Yan, Gang Zeng

Recent works on style transfer typically need to train image transformation networks for every new style, and the style is encoded in the network parameters by enormous iterations of stochastic gradient descent, which lacks the generalization ability to new style in the inference stage.

Style Transfer

Meta Networks for Neural Style Transfer

1 code implementation13 Sep 2017 Falong Shen, Shuicheng Yan, Gang Zeng

Recent works on style transfer typically need to train image transformation networks for every new style, and the style is encoded in the network parameters by enormous iterations of stochastic gradient descent.

Style Transfer

Weighted Residuals for Very Deep Networks

no code implementations28 May 2016 Falong Shen, Gang Zeng

The weighted residual network is able to learn to combine residuals from different layers effectively and efficiently.

Fast Semantic Image Segmentation with High Order Context and Guided Filtering

no code implementations13 May 2016 Falong Shen, Gang Zeng

This paper describes a fast and accurate semantic image segmentation approach that encodes not only the discriminative features from deep neural networks, but also the high-order context compatibility among adjacent objects as well as low level image features.

Image Segmentation Semantic Segmentation +1

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