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Understanding Flow Matching - A Continuous-Time Generative Framework
IntroductionGenerative modeling has seen a paradigm shift from the stochastic nature of Diffusion Models to the deterministic elegance of Flow Matching (FM). While Diffusion Models rely on reversin... -
Understanding Diffusion Models - A Mathematical Derivation
IntroductionDiffusion models have recently taken the generative AI world by storm, powering state-of-the-art systems like DALL-E 2, Imagen, and Stable Diffusion. Unlike GANs or VAEs, diffusion mode... -
PostgreSQL Installation and Configuration Guide
PostgreSQL is a powerful, open-source object-relational database system with over 35 years of active development that has earned it a strong reputation for reliability, feature robustness, and performance. This guide will walk you through the installation on Ubuntu, basic configuration, and setting up a management tool.
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Getting Started with FRP - A Comprehensive Setup Guide
IntroductionFRP (Fast Reverse Proxy) is a high-performance reverse proxy application that allows you to expose a local server behind a NAT or firewall to the internet. It is particularly useful for... -
Electro-Acoustical Engineering Formula Sheet
A comprehensive formula sheet for electro-acoustical engineering, covering fundamental wave parameters, wave equations, acoustic impedance, power, intensity, and spatial modulation.
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Mastering Control with PyController Library
The world of robotics and automation hinges on effective control systems. Whether it’s a drone landing precisely on a moving platform, a chemical plant maintaining a perfect reaction temperature, or a complex spacecraft navigating the cosmos, controllers are the brains that manage system dynamics. PyController is an open-source Python library designed to provide a cohesive framework for implementing, testing, and comparing cutting-edge control algorithms across diverse simulation environments.
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Set Up a Simple File Server on Linux with Nginx
When you need a quick, high-performance, read-only file server on a Linux machine, Nginx is often the best solution. It’s stable, fast, and remarkably simple to configure for serving static content and directory listings.
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LLM-supported 3D Modeling Tool for Radio Radiance Field Reconstruction
The paper introduces a locally deployable tool that uses fine-tuned language models (T5-mini) and generative 3D frameworks within Blender to simplify the creation of complex 3D environments via a chat interface, significantly reducing the modeling complexity required for Radio Radiance Field (RRF) reconstruction in wireless research.
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Signal Processing Formula Sheet
This is a concise Signal Formula Sheet containing essential formulas for Signals and Systems, covering system properties (Linear, Causal, Stable), convolution, Fourier Transforms (FT, FS, DTFT) pairs and properties, the Hilbert Transform, and Amplitude Modulation (AM) techniques.
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Learning Assembly Just Got Easier with a Modern LC-3 Computer Simulator
The LC-3 is a time-tested educational tool, perfectly designed to teach computer architecture and assembly language programming. However, the existing simulators often feel like a relic of the past. That’s why we built the LC-3 Simulator—a modern, responsive, and keyboard-friendly tool to make learning assembly intuitive and engaging.