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1806

18.06 course at MIT

advancedoptml

CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

ai-powered-5g-openran-optimizer

This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detecting anomalies, predicting network traffic, and dynamically allocating resources.

autonn

A fast and expressive Matlab/MatConvNet deep learning API, with native automatic differentiation

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-vision

A curated list of deep learning resources for computer vision

bsrgan

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

cellular-security-papers

A collection of academic papers / Git repos / conference talks / frameworks / tools related to cellular security and privacy.

cnn

Deep Residual Learning for Image Restoration(SISR/Denoising) : Persistent Homology-Guided Manifold Simplification

dctnet

dmsp

Deep Mean-Shift Priors for Image Restoration

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

ehb206e-signal-processing-linear-systems

fourier-analysis

Learn Fourier analysis using live scripts and apps.

github-pages-with-jekyll

hfs-sde

[TMI 2024] "High-Frequency Space Diffusion Model for Accelerated MRI"

hhuseyinkaraoglu

Config files for my GitHub profile.

hhuseyinkaraoglu.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

image-denoising-state-of-the-art

matconvnet

MatConvNet: CNNs for MATLAB

mathematical-tours.github.io

Site web of the Mathematical Tours

matlab-octave

This repository contains algorithms written in MATLAB/Octave. Developing algorithms in the MATLAB environment empowers you to explore and refine ideas, and enables you test and verify your algorithm.

phd-thesis-template

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

pythonnotebooks

Python Notebooks

pytorch-deep-learning

Deep Learning (with PyTorch)

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

schedule

Scheduler for MatConvNet experiments, including grid and random searches, with multi-GPU support.

super-resolution.benckmark

Benchmark and resources for single super-resolution algorithms