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05/31/2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
Two-Tower Vision-Language (VL) models have shown promising improvements ...
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01/16/2020
Shifted and Squeezed 8-bit Floating Point format for Low-Precision Training of Deep Neural Networks
Training with larger number of parameters while keeping fast iterations ...
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10/04/2019
Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder
High energy particles originating from solar activity travel along the t...
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10/03/2019
Prediction of GNSS Phase Scintillations: A Machine Learning Approach
A Global Navigation Satellite System (GNSS) uses a constellation of sate...
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01/11/2019
Using Scene Graph Context to Improve Image Generation
Generating realistic images from scene graphs asks neural networks to be...
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01/24/2018