Abstract: Variational Autoencoder (VAE) is now popular in text modeling and language generation tasks, which need to pay attention to the diversity of generation results. The existing models are ...

Here, we report a peptide generation framework, PepVAE, based around variational autoencoder (VAE) and antimicrobial activity prediction models for designing novel AMPs using only sequences and ...

Center for Bio/Molecular Science & Engineering (Code 6900), U.S. Naval Research Laboratory, Washington, D.C. 20375, United States Article Views are the COUNTER-compliant sum of full text article ...

Abstract: As an important generation model, variational autoencoder plays an important role in image feature extraction, text generation, and text compression. In this paper, from the perspective of ...

Fire up a visdom server instance to show the visualizations. Run in a dedicated prompt to keep this alive. need close reading of model and performance. A Hybrid ...

We propose a method for generating an electrocardiogram (ECG) signal for one cardiac cycle using a variational autoencoder. Our goal was to ... indicates good quality of ECG generation too. The ...

The framework also employs a hierarchical adaptive generator(HAG) to generate semantic ... and utilizes a monotonic alignment search coupled with a variational autoencoder to align the speech and text ...