ishaanb92

BayesianML

Assignment code for Bayesian ML course on Coursera

DeepBeliefNets

Tinkering around with DBNs to solve image reconstruction problems. Code forked from https://github.com/albertbup/deep-belief-network.

ECA-GPU

Optimizing a bitcoin mining application using CUDA

FPCPipeline

GANImageComplete

Code for image completion using DCGANs. Code forked from https://github.com/bamos/dcgan-completion.tensorflow. ArXiv paper : http://arxiv.org/abs/1607.07539

GeneralizedProbabilisticUNet

PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html

LandmarkBasedRegistration

PyTorch-UNet

PyTorch implementation of the UNet model -- https://arxiv.org/abs/1505.04597

PyTorch_ProbUNet

Probabilistic U-Net with MC-Dropout

elastix-py

A Python wrapper for the Elastix image registration software package.

ishaanb92/GeneralizedProbabilisticUNet

PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html

ishaanb92/PyTorch-UNet

PyTorch implementation of the UNet model -- https://arxiv.org/abs/1505.04597

ishaanb92/LandmarkBasedRegistration

ishaanb92/PyTorch_ProbUNet

Probabilistic U-Net with MC-Dropout

ishaanb92/BayesianML

Assignment code for Bayesian ML course on Coursera

ishaanb92/FPCPipeline

ishaanb92/Probabalistic-U-Net

PyTorch implementation of a Probabalistic U-Net (https://arxiv.org/abs/1806.05034)

ishaanb92/segmentation_metrics

Function for seg metrics and lesion correspondences

ishaanb92/tf.gans-comparison

Measuring how well GANs do at inpainting images.

ishaanb92/AdaptiveGridDiscretizations

Adaptive schemes for anisotropic PDEs on cartesian grids

ishaanb92/analysis

Scripts for analysis/figure generation

ishaanb92/dense3dCrf

Fully-connected (dense) 3D CRF for processing biomedical scans

ishaanb92/facenet

Face recognition using Tensorflow

ishaanb92/gryds

A Python package for geometric transformations of images for data augmentation in deep learning

ishaanb92/ishaanb92.github.io

ishaanb92/kilgore92.github.io

Personal Website

ishaanb92/MONAI

AI Toolkit for Healthcare Imaging

ishaanb92/MTurkCode

Code used to create MTurk HITs to compare reconstruction abilities of different generative models.

ishaanb92/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

ishaanb92/Probabilistic-Unet-Pytorch

A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch

ishaanb92/PyStatCheck

Python package to perform statistical tests on paired data

ishaanb92/pytorch-tvmisc

Totally Versatile Miscellanea for Pytorch

ishaanb92/scikit-learn

scikit-learn: machine learning in Python

ishaanb92/SE2CNN

ishaanb92/Statistical-Learning-Theory

ishaanb92/task_driven_data_augmentation

semi-supervised and task driven data augmentation code to improve segmentation performance

ishaanb92/template-poster

ishaanb92/tensorflow-mnist-cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

ishaanb92/torchearlystopping

ishaanb92/TTUR

Two time-scale update rule for training GANs