3 papers
cs.AI2024
How to Measure the Intelligence of Large Language Models?
Nils Körber, Silvan Wehrli, Christopher Irrgang
With the release of ChatGPT and other large language models (LLMs) the discussion about the intelligence, possibilities, and risks, of current and future models have seen large att…
cs.CV2024
GANetic Loss for Generative Adversarial Networks with a Focus on Medical Applications
Shakhnaz Akhmedova, Nils Körber
Generative adversarial networks (GANs) are machine learning models that are used to estimate the underlying statistical structure of a given dataset and as a result can be used for…
cs.CV2024
Next Generation Loss Function for Image Classification
Shakhnaz Akhmedova, Nils Körber
Neural networks are trained by minimizing a loss function that defines the discrepancy between the predicted model output and the target value. The selection of the loss function i…