Discriminator Guidance for Autoregressive Diffusion Models

no code implementations • 24 Oct 2023 • Filip Ekström Kelvinius, Fredrik Lindsten

The use of a discriminator to guide a diffusion process has previously been used for continuous diffusion models, and in this work we derive ways of using a discriminator together with a pretrained generative model in the discrete case.

Accelerating Molecular Graph Neural Networks via Knowledge Distillation

no code implementations • NeurIPS 2023 • Filip Ekström Kelvinius, Dimitar Georgiev, Artur Petrov Toshev, Johannes Gasteiger

In this paper, we explore the utility of knowledge distillation (KD) for accelerating molecular GNNs.

Data Augmentation Knowledge Distillation +2