GitHub

Variational Autoencoder (VAE) - Fashion MNIST

A clean, mathematically grounded implementation of a Variational Autoencoder (VAE) and $\beta$-VAE in PyTorch, trained on the Fashion-MNIST dataset. This repository focuses on a technically precise ...
GitHub

[CVPR2024 Highlight] LangSplat: 3D Language Gaussian Splatting

This repository contains the official authors implementation associated with the paper "LangSplat: 3D Language Gaussian Splatting" (CVPR 2024), which can be found here. We further provide the ...
IEEE

Autoencoder-Augmented Graph Neural Networks for Accurate and Scalable Structure Recognition in Analog/Mixed-Signal Schematics

Abstract: The increasing complexity of Analog/Mixed-Signal (AMS) schematics has been posing significant challenges in structure recognition, particularly in the intellectual property (IP) industry, ...
IEEE

Learning Causal Representations Based on a GAE Embedded Autoencoder

Abstract: Traditional machine-learning approaches face limitations when confronted with insufficient data. Transfer learning addresses this by leveraging knowledge from closely related domains. The ...