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09/12/2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
Diffusion models have revolutionized text-to-image generation with its e...
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03/02/2022
FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours
Protein structure prediction is an important method for understanding ge...
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12/26/2019
Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates
We investigate the potential of training time reduction for deep learnin...
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09/02/2019
Approximate Query Processing on Autonomous Cameras
Surveillance IoT cameras are becoming autonomous: they operate on batter...
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08/02/2019
FeatureExplorer: Interactive Feature Selection and Exploration of Regression Models for Hyperspectral Images
Feature selection is used in machine learning to improve predictions, de...
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05/16/2019
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection
We study the problem of interference source identification, through the ...
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12/18/2017