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Filip Ekstrom Kelvinius

5 papers hereh-index 458 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cond-mat.mtrl-sci1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedAccelerating Molecular Graph Neural Networks via Knowledge Distillation

4 citations · 7 across the 5 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

2 papers · 2 filters

cs.LG2023

Discriminator Guidance for Autoregressive Diffusion Models

Filip Ekström Kelvinius, Fredrik Lindsten

We introduce discriminator guidance in the setting of Autoregressive Diffusion Models. The use of a discriminator to guide a diffusion process has previously been used for continuo…

cs.LG2023★ 4 cited

Accelerating Molecular Graph Neural Networks via Knowledge Distillation

Filip Ekström Kelvinius, Dimitar Georgiev, Artur Petrov Toshev +1

Recent advances in graph neural networks (GNNs) have enabled more comprehensive modeling of molecules and molecular systems, thereby enhancing the precision of molecular property p…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.