Name: Aditya Prakash
Type: User
Company: University of Illinois Urbana Champaign
Bio: PhD student at UIUC, Previously, Research Assistant at Autonomous Vision Group at MPI-IS. Prior research experience at Adobe, VAL, IISc, Cornell Tech.
Twitter: ap229997
Location: Champaign, Illinois, US
Blog: https://ap229997.github.io
Aditya Prakash's Projects
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Pytorch implementation of NIPS 2017 paper "Modulating early visual processing by language"
PyTorch implementation of the NIPS 2017 paper - Unsupervised Learning of Disentangled Representations from Video
Implementation of style transfer between two faces (face swapping) and real time detection and superimposing of masks on face using dlib and C++
Pytorch implementation of a basic language model using Attention in LSTM network
Code for the "Neural Expectation Maximization" paper.
PyTorch implementation of standalone neural modules - CBN, Attention, Glimpse, Modulated ResNet (MODERN), FiLM Layer
ICLR 2018 Reproducibility Challenge: Paper - "Twin Networks: Matching the Future for Sequence Generation"
Implementations of different variations of U-net - adding deconv layers, dense net variant and including skip connections
Visual Object Tracking