3 papers
eess.SP2019
Universal EEG Encoder for Learning Diverse Intelligent Tasks
Baani Leen Kaur Jolly, Palash Aggrawal, Surabhi S Nath +3
Brain Computer Interfaces (BCI) have become very popular with Electroencephalography (EEG) being one of the most commonly used signal acquisition techniques. A major challenge in B…
cs.LG2019
Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions
Osaid Rehman Nasir, Shailesh Kumar Jha, Manraj Singh Grover +3
Powerful generative adversarial networks (GAN) have been developed to automatically synthesize realistic images from text. However, most existing tasks are limited to generating si…
cs.LG2018
A Hitchhiker's Guide On Distributed Training of Deep Neural Networks
Karanbir Chahal, Manraj Singh Grover, Kuntal Dey
Deep learning has led to tremendous advancements in the field of Artificial Intelligence. One caveat however is the substantial amount of compute needed to train these deep learnin…