Bhupender Kaushal's repositories
ollama
Get up and running with Llama 3, Mistral, Gemma, and other large language models.
pykan
Kolmogorov Arnold Networks
CDARL
Official repository for "C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation"
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
pytorchTutorial
PyTorch Tutorials from my YouTube channel
AE-NE
Original implementation of the model AE-NE described in the paper " Autoencoder-based background reconstruction and foreground segmentation with background noise estimation"
GNNPapers
Must-read papers on graph neural networks (GNN)
ARCADE
Official Page for ARCADE challenge for MICCAI Conference
SegLossOdyssey
A collection of loss functions for medical image segmentation
Diffusion-GAN
Official PyTorch implementation for paper: Diffusion-GAN: Training GANs with Diffusion
FreeCOS
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation (ICCV2023)
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
uvcgan
Code accompanying UVCGAN paper
machine_learning_refined
Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
public-datasets
A topic-centric list of HQ open datasets.
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
MATH307
Applied Linear Algebra
PapersReimplementations
Personal short implementations of Machine Learning papers
learn-to-tensorflow
Learn hands on basics of tensorflow in a graduated level based study program
pytorchBest
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
deeplearning-models
A collection of various deep learning architectures, models, and tips
ncps
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
ArSSR
[IEEE J-BHI] An Arbitrary Scale Super-Resolution Approach for 3D MR Images using Implicit Neural Representation
AdaDiff
Official PyTorch implementation of AdaDiff described in the paper (https://arxiv.org/abs/2207.05876).
SemiSupervision
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
dicompyler
Extensible radiation therapy research platform and viewer for DICOM and DICOM RT
liquid_time_constant_networks
Code Repository for Liquid Time-Constant Networks (LTCs)