In this study, we propose a more general denoising autoencoder, by introducing a feature hierarchy ... Furthermore, the method enhances the discriminative capability of the model by focusing on ...

Abstract: We propose Denoising Masked Autoencoder (Deno-MAE), a novel multimodal autoencoder ... in labeled fine-tuning data compared to existing approaches. Moreover, our model exhibits robust ...

A U-Net based denoising autoencoder was trained on this dataset and evaluated ... These findings imply that native noise modeling could be a promising strategy for improving This substantial ...

A new study introduces choice engineering—a powerful new way to guide decisions using math instead of guesswork. By applying ...

The research team, led by Buddhika Nettasinghe of the University of Iowa, developed a mathematical model to simulate how people make decisions in an emotionally divided society. In the model ...

In a new paper, authors use surprisingly simple mathematics to develop a model for such sloshing. Americans drink an average of 3.1 cups of coffee per day; for many people, the popular beverage is ...

Now a mathematical model published in the Proceedings of the National Academy of Sciences USA uses physics to untangle this issue. Physicists are always searching for rules that govern materials ...

Neurosymbolic AI combines the learning of LLMs with teaching the machine formal rules that should make them more reliable and ...

The team then augmented the brick-predicting model with a separate software tool that can verify physical stability using mathematical models that simulate gravity and structural forces.

But it isn’t one-size-fits-all. The platform lets users choose between several distinct AI models, all with their own strengths, weaknesses, and use cases. Plus, ChatGPT’s lineup of models ...

Computational models are mathematical models that are simulated using computation to study complex systems. In biology, one example is the use of a computational model to study an outbreak of an ...