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alessandrodicosola's Projects

deepdeblurring icon deepdeblurring

Survey different models for deep deblurring: UNet, DenseNet, CAESSC, SRNDeblur

hlb-cifar10 icon hlb-cifar10

Train to 94% on CIFAR-10 in less than 8 seconds on a single A100, the current world record. Or ~95.84% in ~172 seconds (or less!).

lsqls icon lsqls

Program for splitting large sql file

ml4downsyndrome icon ml4downsyndrome

Remove age dependency from attributes in order to forecast the equivalent age of children affected by down syndrome and moreover understand which features are optimal for predicting the equivalent age

nai icon nai

Repository for tracking thesis steps

rsc icon rsc

Recommendation System Client

rsd icon rsd

Recommendation System Daemon

supersampling icon supersampling

Study and implementation of Arbitrary Scale Deep Network (https://arxiv.org/abs/2010.02414): super sampling with any-scale using a laplacian frequency representation that iteratively interpolates images with scales greater than 2.

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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