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awesome-diffusion-models-in-medical-imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

context-aware-segmentation

The repository contains various gan based architectures for segmentation

cs6700_pa3_options

cs6700_rl_pa2

diff-pruning

[NeurIPS 2023] Structural Pruning for Diffusion Models

ee5024_mlip_programming_assignments

These are my programming assignments of EE5024: Machine Learning for Image Processing(2020) at IIT Tirupati

ee6132-deep-learning-for-imaging

Assignments and reports for the July-Nov course

gan-for-medical-images

image_image_translation

hinet

Code for TMI 2020 "Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis"

holistic-mri-reconstruction

Comparison of MRI reconstruction architectures

hypergans

Generative Adversarial Networks for synthetic hyperspectral data generation.

image_signal_pocessing

Indian Institute of Technology, EE5175; Professor: ANR

inversesr

[Early Accepted at MICCAI 2023] Pytorch Code of "InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model"

kd-mri

A knowledge distillation framework for image reconstruction and image restoration in MRI workflow

kd-unet-segmentation

Multi Class Cardiac chamber segmentation

machine-learning-collection

A resource for learning about Machine learning & Deep Learning

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

midllatextemplate

Latex template for the MIDL Conference

multi-task-deep-network

Usage of Multi-task deep learning network for semantic segmentation in medical images

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch_mri_variationalnetwork

A pytorch implementation for variational network for MRI reconstruction

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

resvit

Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis

router-implementation-vhdl

Network on chip Router code

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

sft-kd-recon

Student-Friendly Teacher network training in Knowledge Distillation

stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

svcca