YilinLiu97

Amygdala-Net

Segmentation for extremely small brain structures

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.

CS790

FasterDIP-devil-in-upsampling

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

MR_Fingerprinting

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 ;)

Targeted-Feature-Dropout

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

Untrained-Recon

[ECCV2024] Architecture-agnostic Untrained Network Priors for Image Reconstruction with Frequency Regularization

YilinLiu97/FasterDIP-devil-in-upsampling

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

YilinLiu97/Targeted-Feature-Dropout

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

YilinLiu97/Amygdala-Net

Segmentation for extremely small brain structures

YilinLiu97/Bayesian_AmygNet_Subnuclei

YilinLiu97/MR_Fingerprinting

YilinLiu97/cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

YilinLiu97/coding-interview-university

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

YilinLiu97/CS790

YilinLiu97/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 ;)

YilinLiu97/Real-time-MR-Fingerprinting

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

YilinLiu97/Untrained-Recon

[ECCV2024] Architecture-agnostic Untrained Network Priors for Image Reconstruction with Frequency Regularization

YilinLiu97/DSMO.course

Data Science and Matrix Optimization course

YilinLiu97/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.

YilinLiu97/Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

YilinLiu97/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.

YilinLiu97/comp790-information-theory-fall-2021

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

YilinLiu97/deepxde

A library for scientific machine learning and physics-informed learning

YilinLiu97/fastMRI

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

YilinLiu97/fourier-feature-networks

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

YilinLiu97/jon-barron-website

YilinLiu97/KAIR

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

YilinLiu97/MRE-SIREN

Elasticity reconstruction with sinusoidal representation networks

YilinLiu97/MRF_DL

Deep learning for tissue parameter estimation in magnetic resonance fingerprinting

YilinLiu97/Non-local-Network

Reimplementation of the paper "Non-local Neural Networks"

YilinLiu97/Online-Dictionary-Learning-demo

YilinLiu97/python-coding-interview

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

YilinLiu97/receptiveField

YilinLiu97/Sparsity-Lectures-EN.580.709-JHU-

YilinLiu97/vae

YilinLiu97/YilinLiu97-previous.github.io