NTNU

Self-supervised spatio-temporal transformer for resting-state EEG, pretrained on healthy controls and transferred to Alzheimer's screening.

Multimodal foundation model pretrained on ~500K unlabeled PubChem molecules that jointly predicts nine thermophysical properties of small molecules.

Transformer encoder self-supervised on 100,000 hours of dual-accelerometer data, used as a frozen feature extractor for human activity recognition.