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06/07/2023
Get More for Less in Decentralized Learning Systems
Decentralized learning (DL) systems have been gaining popularity because...
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04/17/2023
Decentralized Learning Made Easy with DecentralizePy
Decentralized learning (DL) has gained prominence for its potential bene...
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05/07/2022
Can We Run in Parallel? Automating Loop Parallelization for TornadoVM
With the advent of multi-core systems, GPUs and FPGAs, loop parallelizat...
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08/08/2021
WideCaps: A Wide Attention based Capsule Network for Image Classification
The capsule network is a distinct and promising segment of the neural ne...
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07/24/2018
Improved Training with Curriculum GANs
In this paper we introduce Curriculum GANs, a curriculum learning strate...
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07/24/2018
Weakly-Supervised Deep Learning of Heat Transport via Physics Informed Loss
In typical machine learning tasks and applications, it is necessary to o...
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05/18/2018
Optimizing for Generalization in Machine Learning with Cross-Validation Gradients
Cross-validation is the workhorse of modern applied statistics and machi...
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03/23/2018
Deep Learning Phase Segregation
Phase segregation, the process by which the components of a binary mixtu...
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01/06/2018