raghavian

lungVAE

This is the official Pytorch implementation of "Lung Segmentation from Chest X-rays using Variational Data Imputation", Raghavendra Selvan et al. 2020

graph_refinement

This is official Pytorch implementation of "Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks", Raghavendra Selvan et al. 2020

cFlow

This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra Selvan et al. 2020

loTeNet_pytorch

Official Pytorch implementation of model in "Tensor Networks for Medical Image Classification", Raghavendra Selvan & Erik Dam, MIDL 2020

mltn

Official code for "Multi-layered tensor networks for image classification", Selvan et al. 2020

SustainML

Reading group for Sustainable Machine Learning. Papers and talks will be hosted here.

redl

Resource Efficient Deep Learning

strided-tenet

The official Pytorch implementation of "Segmenting two-dimensional structures with strided tensor networks". Raghavendra Selvan et al. IPMI,2021

gait_analysis

locomotion_analysis

Code for "Locomotor deficits in ALS mice are paralleled by loss of V1-interneuron-connections onto fast motor neurons", Allodi et al. 2021

MIA-Energy

micrograd

A tiny autograd engine and a neural net library on top of it, potentially for educational purposes

raghavian.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

spikeformer

surrogate-ec-nasbench

sustainable-ai-notebooks

Jupyter notebooks on Sustainable AI