LSH-GAN enables in-silico generation of cells for small sample high dimensional scRNA-seq data | Communications Biology
Super-resolution generative adversarial networks of randomly-seeded fields | Nature Machine Intelligence
The architecture of the WGAN-EEG. The WGAN-EEG framework consists of... | Download Scientific Diagram
Detecting Overfitting of Deep Generative Networks via Latent Recovery
Different methods for mitigating overfitting on Neural Networks | Quantdare
Generative Adversarial Networks: Build Your First Models – Real Python
generative models - What are the current methods to check for GAN overfitting? - Cross Validated
Time series anomaly detection — in the era of deep learning | by MIT — Data to AI Lab | Data to AI Lab | MIT | Medium
Mathematics | Free Full-Text | Enhancement of Image Classification Using Transfer Learning and GAN-Based Synthetic Data Augmentation
Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning | Science
The architecture of the proposed adGAN. Top: the generator... | Download Scientific Diagram
A de novo molecular generation method using latent vector based generative adversarial network | Journal of Cheminformatics | Full Text
Understanding Variational Autoencoders (VAEs) | by Joseph Rocca | Towards Data Science
Frontiers | Generative Models of Brain Dynamics
Remote Sensing | Free Full-Text | Generative Adversarial Network Synthesis of Hyperspectral Vegetation Data
Mathematics | Free Full-Text | Image Reconstruction with Multiscale Interest Points Based on a Conditional Generative Adversarial Network
Reconstructing medical images using Generative Adversarial Networks (GANs) | by Nitin Dang | Jovian — Data Science and Machine Learning
Detecting Overfitting of Deep Generative Networks via Latent Recovery
Applied Sciences | Free Full-Text | GAN-TL: Generative Adversarial Networks with Transfer Learning for MRI Reconstruction
The architecture of DenseBlock and mDCSRN-GAN Network. The generator as... | Download Scientific Diagram
The network architecture of the generator and discriminator. (a) The... | Download Scientific Diagram
ProGAN: Training starts with generator G and discriminator D... | Download Scientific Diagram
Frontiers | End-to-End Deep Image Reconstruction From Human Brain Activity
A simple example of overfitting with PPCA: d = 2 and each column of Y... | Download Scientific Diagram
Network architecture. In the architecture, the extracted human facial... | Download Scientific Diagram
Detecting Overfitting of Deep Generative Networks via Latent Recovery
