RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms

1 code implementation • 18 Dec 2019 • Varun Nair, Javier Fuentes Alonso, Tony Beltramelli

Notably, RealMix achieves an error rate of 9. 79% on CIFAR10 with 250 labels and is the only SSL method tested able to surpass baseline performance when there is significant mismatch in the labeled and unlabeled data distributions.

Semi-Supervised Image Classification

pix2code: Generating Code from a Graphical User Interface Screenshot

11 code implementations • 22 May 2017 • Tony Beltramelli

Transforming a graphical user interface screenshot created by a designer into computer code is a typical task conducted by a developer in order to build customized software, websites, and mobile applications.

Class-level Code Generation

Deep-Spying: Spying using Smartwatch and Deep Learning

1 code implementation • 17 Dec 2015 • Tony Beltramelli, Sebastian Risi

Wearable technologies are today on the rise, becoming more common and broadly available to mainstream users.