amritkumar's Projects
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
[CVPR 2020] Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
BART: Toolbox for Computational Magnetic Resonance Imaging
semi-self supervised learning apporch to solved MC-MRI Reconstruction Calgary challenge
An un-trained neural network with a potential application in accelerated MRI
Dual Attention Network for Scene Segmentation (CVPR2019)
Implementation of dAUTOMAP (ISMRM2019) in Pytorch
Dual-Encoder-Unet : Official PyTorch Implementation (ISBI-w 2020)
Python ESPIRiT implementation.
A large-scale dataset of both raw MRI measurements and clinical MRI images
Sigmanet: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction,
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
reconstructing FS T2 from US T2 using FS T1
Guide for both TensorFlow and PyTorch in comparative way
code describing the approch to train the 12 channel data for the MC-MRRec challenge
Variable splitting network for accelerated parallel MRI reconstruction