Found 612 results, showing the newest relevant preprints. Sort by relevancy only.Update me on new preprints

Cell Morphology-Guided De Novo Hit Design by Conditioning Generative Adversarial Networks on Phenotypic Image Features

As a mitigation strategy, we apply, for the first time, generative adversarial networks to de novo design of small molecules using a phenotype-based drug discovery approach. Expand abstract.
18314 days ago
10/10 relevant
chemRxiv

Anomaly Detection in Particulate Matter Sensor Using Hypothesis Pruning Generative Adversarial Network

We propose a novel architecture for solving the above aim that named as Hypothesis Pruning Generative Adversarial Network (HP-GAN). Expand abstract.
8 days ago
9/10 relevant
Preprints.org

Batch Equalization with a Generative Adversarial Network

The equalization method is trained as a generative adversarial network (GAN), using the StarGAN architecture that has shown considerable ability in doing style transfer for consumer images. Expand abstract.
13 days ago
10/10 relevant
bioRxiv

Driver Gaze Estimation in the Real World: Overcoming the Eyeglass Challenge

To handle eyeglasses and their corresponding artifacts, we adopt the idea of image-to-image translation using generative adversarial networks (GANs) to pre-process images prior to gaze estimation. Expand abstract.
16 days ago
4/10 relevant
arXiv

Novelty Detection via Non-Adversarial Generative Network

In this paper, by adopting non-adversarial generative networks, a novel decoder-encoder framework is proposed for novelty detection task, insteading of classical encoder-decoder style. Expand abstract.
19 days ago
7/10 relevant
arXiv

A Generative Adversarial Network for AI-Aided Chair Design

Finally, we manually pick one of the generated candidates to create a real life chair for illustration. Expand abstract.
21 days ago
7/10 relevant
arXiv

Age-Conditioned Synthesis of Pediatric Computed Tomography with Auxiliary Classifier Generative Adversarial Networks

In this paper, we propose a method to conditionally synthesize realistic pediatric CT images using a new auxiliary classifier generative adversarial network (ACGAN) architecture by taking age information into account. Expand abstract.
21 days ago
10/10 relevant
arXiv

Image Embedded Segmentation: Combining Supervised and Unsupervised Objectives through Generative Adversarial Networks

Then, the method learns to translate the input image to this embedded output image using a conditional generative adversarial network, which is known to be quite effective for image-to-image translations. Expand abstract.
22 days ago
10/10 relevant
arXiv

Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks

Recently, prior distributions for images estimated using generative adversarial networks (GANs) have shown great promise in regularizing some of these image reconstruction problems. Expand abstract.
25 days ago
10/10 relevant
arXiv

COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records

In corGAN we utilize Convolutional Neural Networks to capture the correlations between adjacent medical features in the data representation space by combining Convolutional Generative Adversarial Networks and Convolutional Autoencoders. Expand abstract.
27 days ago
4/10 relevant
arXiv