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05/13/2021
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
We introduce DiscoBox, a novel framework that jointly learns instance se...
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07/14/2020
Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter
Conventional CNNs for texture synthesis consist of a sequence of (de)-co...
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10/28/2019
Few-shot Video-to-Video Synthesis
Video-to-video synthesis (vid2vid) aims at converting an input semantic ...
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06/13/2019
Unsupervised Video Interpolation Using Cycle Consistency
Learning to synthesize high frame rate videos via interpolation requires...
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01/08/2019
Neural Inverse Rendering of an Indoor Scene from a Single Image
Inverse rendering aims to estimate physical scene attributes (e.g., refl...
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11/28/2018
Partial Convolution based Padding
In this paper, we present a simple yet effective padding scheme that can...
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11/02/2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution
We present an approach for high-resolution video frame prediction by con...
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08/20/2018
Video-to-Video Synthesis
We study the problem of video-to-video synthesis, whose goal is to learn...
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04/20/2018
Image Inpainting for Irregular Holes Using Partial Convolutions
Existing deep learning based image inpainting methods use a standard con...
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08/01/2017
Material Editing Using a Physically Based Rendering Network
The ability to edit materials of objects in images is desirable by many ...
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04/20/2016