Abubakar Mukhtar

Multi-task adversarial autoencoder for functional genomic element generation with preserved biophysical properties

The Multi-Task Adversarial Autoencoder (MT-AAE) is introduced, a hybrid generative framework that integrates adversarial regularization with auxiliary functional and biophysical objectives to enforce structured latent representations and position MT-AAE as an effective framework for biologically constrained genomic seq...