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05/18/2021
OpenGraphGym-MG: Using Reinforcement Learning to Solve Large Graph Optimization Problems on MultiGPU Systems
Large scale graph optimization problems arise in many fields. This paper...
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10/26/2020
Geometrically Matched Multi-source Microscopic Image Synthesis Using Bidirectional Adversarial Networks
Microscopic images from different modality can provide more complete exp...
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08/19/2020
MineNav: An Expandable Synthetic Dataset Based on Minecraft for Aircraft Visual Navigation
We propose a simply method to generate high quality synthetic dataset ba...
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05/31/2019
Augmenting C. elegans Microscopic Dataset for Accelerated Pattern Recognition
The detection of cell shape changes in 3D time-lapse images of complex t...
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05/22/2019
FQL: An Extensible Feature Query Language and Toolkit on Searching Software Characteristics for HPC Applications
The amount of large-scale scientific computing software is dramatically ...
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05/16/2019
Investigating Channel Pruning through Structural Redundancy Reduction - A Statistical Study
Most existing channel pruning methods formulate the pruning task from a ...
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02/18/2019
Speeding up convolutional networks pruning with coarse ranking
Channel-based pruning has achieved significant successes in accelerating...
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01/14/2018