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Starred repositories

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Robust UAV Path Planning Using RSS in GPS-Denied and Dense Environments Based on Deep Reinforcement Learning

Python 9 2 Updated Oct 10, 2025

Official code for Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs

Jupyter Notebook 6 Updated Oct 9, 2025

Official implementation of Learning Diffusion Priors from Observations by Expectation Maximization

Python 37 2 Updated Mar 19, 2026

Official repo of On Exact Inversion of DPM-Solvers by Hong et al, in CVPR 2024.

Python 79 1 Updated Jun 11, 2024

Code for the paper: Deep Compressed Sensing for Terahertz Ultra-Massive MIMO Channel Estimation

MATLAB 9 Updated Mar 21, 2025

Conjugate Integrators for Iterative Refinement Models

Python 8 2 Updated Dec 29, 2024

Pytorch implementation for the paper Tweedie Moment Projected Diffusions for Inverse Problems.

Python 4 3 Updated Nov 7, 2024

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Python 10,670 1,284 Updated Aug 2, 2026

[NeurIPS 2024] Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors

Python 25 9 Updated Jan 25, 2026

dmps code

Python 41 2 Updated Jan 24, 2024

Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"

Python 96 5 Updated Feb 12, 2024

[CVPR 2025 Oral] Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing

Jupyter Notebook 191 23 Updated Jul 20, 2026

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

Python 1,985 210 Updated Mar 16, 2024

Official repo for consistency models.

Python 6,490 434 Updated Mar 22, 2024

The Pytorch Tutorial of Score-based and Diffusion Model

Jupyter Notebook 368 40 Updated Jun 2, 2024

PyTorch implementation of Variational Diffusion Models.

Python 106 10 Updated Apr 23, 2024

Deep Learning for Massive MIMO with 1-Bit ADCs

MATLAB 43 18 Updated May 6, 2020

A minimalist implementation of score-based diffusion model

Python 130 19 Updated Aug 18, 2021

Pytorch codes for "An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation" in IEEE Journal of Selected Topics in Signal Processing (JSTSP), Jul. 2023.

Python 82 16 Updated Jun 6, 2024

Implementation of "Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation" [CVPR 2025]

Python 43 8 Updated Apr 25, 2025
Python 42 19 Updated Mar 11, 2025

Massive MIMO detector based on an annealed version of the Unadjusted Langevin Algorithm (ULA)

Jupyter Notebook 25 5 Updated Jan 24, 2023

Implementation of the Paper "Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models".

Python 15 3 Updated May 5, 2026
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