Naresh

Naresh Nagabushan

Hey!

I'm Naresh, a Master's student at Virginia Tech interested in AI and its impact on our lives.

Hey!, I'm Naresh, a Master's student at Virginia Tech interested in AI and its impact on our lives.

Blog

A wizard’s guide to Adversarial Autoencoders: Part 4August 27th 2017

Classify MNIST using 1000 labels.

A wizard’s guide to Adversarial Autoencoders: Part 3August 19th 2017

Disentanglement of style and content.

A wizard’s guide to Adversarial Autoencoders: Part 2August 7th 2017

Exploring latent space with Adversarial Autoencoders.

A wizard’s guide to Adversarial Autoencoders: Part 1,July 31th 2017 Autoencoder?

A simple tensorflow implementation of Autoencoders.

GANs N' Roses June 30th 2017

Uses a Deep Convolutional Generative Adversial Network to generate images of roses using tensorflow.

Projects

Multiplayer Pong using alpha brain waves

Play pong on a local network using a BCI headset.

Neural Dynamics Lab Webpage design

Developed the entire website for Neural dynamics lab at Virginia Tech

Video frame interpolation using adversarial learning

Using cGANs to perform frame rate upsampling.

Image two Image translation using cGANs

Implementation of Img2Img paper.

Playing Atari the right way!

Use adversarial action conditioned video prediction model to help play Breakout.

GANs N' Roses

Uses a Deep Convolutional Generative Adversial Network to generate images of roses using tensorflow.

Diagnosis Predictor

Predicts chronic diseases using a patients previous history.

ICU Patient Deterioration Prediction

Use artificial neural networks along with various feature selection and extraction algorithms to predict the ICU patient’s mortality.

AI Video artist

Converts a video to a style specified by a painting using the vgg16 network.

Twitter Sentiment Analysis

Analyze the general opinion of a topic among people using the Twitter API and textblob.

Effect of Injected Noise in Deep Neural Networks

Add noise to the operation of a fully connected deep neural network based on the institution from crosstalk in VLSI circuits.

Movie Review Classifier

Classifies a movie as positive or negative based on the reviews written using Logistic Regression.

Publication

Effect of Injected Noise in Deep Neural Networks

Naresh Nagabushan, Nishank Sathish, Raghuram S,” Effect of Injected Noise in DeepNeural Networks,” 2016 IEEE International Conference on Computational Intelligenceand Computing Research (ICCIC).

Contact

Wanna Chat? Drop a note!

Blacksburg, VA

Email: rnaresh.n@gmail.com