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02/02/2023
LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence
The message passing-based graph neural networks (GNNs) have achieved gre...
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03/26/2021
Towards a Unified Approach to Single Image Deraining and Dehazing
We develop a new physical model for the rain effect and show that the we...
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03/25/2021
GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing
We propose an enhanced multi-scale network, dubbed GridDehazeNet+, for s...
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02/25/2021
Learning for Unconstrained Space-Time Video Super-Resolution
Recent years have seen considerable research activities devoted to video...
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08/24/2020
Video Interpolation via Generalized Deformable Convolution
Video interpolation aims at increasing the frame rate of a given video b...
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08/08/2019