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3d-caffe

amygdala-net

Segmentation for extremely small brain structures

awesome-deblurring

A curated list of resources for Image and Video Deblurring

awesome-prompting-on-vision-language-model

This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.

bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

bayesian_amygnet_subnuclei

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

coding-interview-university

A complete computer science study plan to become a software engineer.

comp790-information-theory-fall-2021

Course repository for the Fall 2021 COMP790 course "Information Theory" at UNC

cs790

deepxde

A library for scientific machine learning and physics-informed learning

dense3dcrf

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

dsmo.course

Data Science and Matrix Optimization course

fasterdip-devil-in-upsampling

[ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior

fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images.

fourier-feature-networks

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

jon-barron-website

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mr_fingerprinting

mre-siren

Elasticity reconstruction with sinusoidal representation networks

mrf_dl

Deep learning for tissue parameter estimation in magnetic resonance fingerprinting

non-local-network

Reimplementation of the paper "Non-local Neural Networks"

online-dictionary-learning-demo

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python-coding-interview

A middle-to-high level algorithm book designed with coding interview at heart!

real-time-mr-fingerprinting

[MICCAI 2021 Oral] Real-time tissue mapping for MR Fingerprinting

receptivefield

sparsity-lectures-en.580.709-jhu-

targeted-feature-dropout

[MICCAI Dart 2019] Plug-in module for multi-domain generalization