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projects

Object detection from RGB camera rigs, which are a common occurance on autonomous vehicles

Using cutting-edge NLP models to learn sentence completion on comments and then deploy them to complete phrases designed by moderators

Predict the sleep stage from EEG signals using a deep network of CNN+Transformers

Cycle-GAN based network to perform image translation with an additional content similarity loss

Compression directly on the temporal input using CNN based Autoencoders without frequency domain conversion

Collections of projects and assignments

A survey of few methods and some experiments which use Bayesian methods to study the uncertainties in deep networks

Distributed Structure-From-Motion software

Detecting cars from RGB input for self-driving applications.

3D reconstruction of plants from RGB images

A Bayesian Framework for joint removal of surgical smoke, specular highlights, and noise