10 citations · 10 across the 3 of their papers we have counts for
3 papers
Robust Weight Imprinting: Insights from Neural Collapse and Proxy-Based Aggregation
Justus Westerhoff, Golzar Atefi, Mario Koddenbrock +4
The capacity of foundation models allows for their application to new, unseen tasks. The adaptation to such tasks is called transfer learning. An efficient transfer learning method…
Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction
Alexei Figueroa, Justus Westerhoff, Golzar Atefi +5
Biologically inspired neural networks offer alternative avenues to model data distributions. FlyVec is a recent example that draws inspiration from the fruit fly's olfactory circui…
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models
Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa +3
The increasing use of tools and solutions based on Large Language Models (LLMs) for various tasks in the medical domain has become a prominent trend. Their use in this highly criti…