gen-ai-cv-lab-1 This repository implements a modular training pipeline for generative models on the CIFAR-10 dataset. It supports Autoencoders, Variational Autoencoders (VAEs), Generative Adversarial ...

Builds autoencoder model using Pytorch module. The outputs of the encoder and decoder structures are compared to demonstrate the models ability to reconstructs the input image, as well as decoder's ...

In this paper, we propose a novel self-supervised learning framework for pan-cancer WSI-level representation pre-training with the designed position-aware masked autoencoder (PAMA). Meanwhile, we ...

Variational autoencoder (VAE) is widely used as a data enhancement technique. However, it faces challenges with inaccurate potential spatial distribution and poor reconstruction quality when dealing ...