312 citations · 1.4k across the 73 of their papers we have counts for
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cs.CV2017★ 39 cited
Fast Image Processing with Fully-Convolutional Networks
Qifeng Chen, Jia Xu, Vladlen Koltun
We present an approach to accelerating a wide variety of image processing operators. Our approach uses a fully-convolutional network that is trained on input-output pairs that demo…
cs.CV2017★ 80 cited
Photographic Image Synthesis with Cascaded Refinement Networks
Qifeng Chen, Vladlen Koltun
We present an approach to synthesizing photographic images conditioned on semantic layouts. Given a semantic label map, our approach produces an image with photographic appearance…