GitHub

Is There a Better Source Distribution than Gaussian?: Exploring Source Distributions for Image Flow Matching

Official implementation of our TMLR submission investigating optimal source distribution choices for flow matching in generative modeling. We introduce a novel 2D simulation framework that captures ...
GitHub

PYSTAND - Install Python Versions From The Python-Build-Standalone Project

install Install one, more, or all versions from a python-build-standalone release. update (or upgrade) Update one, more, or all versions to another release. remove (or uninstall) Remove/uninstall one, ...
IEEE

Concealed Backdoor Attack on Diffusion Models for Smart Devices With Non-Standard Gaussian Distribution Noise

Abstract: Edge AI-driven diffusion models (DMs) are increasingly integrated into consumer devices for high-quality data generation and content creation. This paper introduces InvisibleDiffusion, a ...
IEEE

Pseudo-Outlier Synthesis Using Q-Gaussian Distributions for Out-of-Distribution Detection

Abstract: Out-of-distribution (OOD) detection, which aims to determine whether an input is outside the training data distribution or not, is an indispensable task in many computer vision applications.