AI is being used to model gene regulation and predict cellular behavior from transcriptomic data. Learn how these tools aid discovery in biology, medicine, and synthetic biology—along with key ethical ...

We present a variational autoencoder (VAE) learning framework with introspective training for conditional image synthesis, and explore conditional capsule encoder by class-wise mask label insertion ...

The Generate app uses a Variational Autoencoder (VAE) that has been trained on millions of melodies and rhythms to learn music qualities. It then renders the musical file into a MIDI file. The output ...

Based on the abovementioned considerations, the work exploits deep VAEs by leveraging the latent space of a deterministic autoencoder (DAE). This approach comprises two stages: training a DAE to ...

Next, the demo trains a VAE model using the 389 images. The demo concludes by using the trained VAE to generate a synthetic "1" image and displays its 64 numeric values and its visual representation. ...