A. N. M. Nafiz Abeer

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 3

Top Topics

Gaussian Process Latent Variable Models

Generative Model

Top Venues

Publications

A. N. M. Nafiz Abeer, Sanket R. Jantre, Nathan M. Urban, Byung-Jun Yoon
Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders. CoRR (2024)
A. N. M. Nafiz Abeer, Sanket R. Jantre, Nathan M. Urban, Byung-Jun Yoon
Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular Design. CoRR (2024)
A. N. M. Nafiz Abeer, Nathan Urban, M. Ryan Weil, Francis J. Alexander, Byung-Jun Yoon
Multi-Objective Latent Space Optimization of Generative Molecular Design Models. CoRR (2022)