Tag: self-supervised learning

A new contrastive learning framework adapts a speech-trained HuBERT model to unlabeled violin recordings, achieving the best reported correlations with ...

SALF-Net outperformed self-supervised baselines on a 30,000-clip short-video test set, while a distilled version retained 95% of its quality at ...

A self-supervised transformer model trained on more than 4,400 fetal heart rate recordings from Tanzanian hospitals can reconstruct missing signal ...

Researchers developed MC-RemixIT, a self-supervised AI framework that separates Hainan gibbon calls from complex rainforest noise without clean reference recordings ...

A self-supervised, physics-driven deep-learning method produced reliable functional brain maps with 20-fold accelerated MRI acquisitions in retrospective and prospective evaluations.

Recommender systems quietly shape much of modern digital life, deciding which films appear in your queue, which products surface in ...

A new iScience study introduces CSCC-PAG, a deep learning framework that combines domain-specific pre-training with self-supervised domain adaptation to improve ...

Alzheimer's disease affects tens of millions of people worldwide, and the World Health Organization estimates that over 55 million people ...

A neural network trained on unlabeled drone imagery of lupine, maize, soybean, and sunflower taught itself to distinguish crop types ...

A new self-supervised framework combining joint-embedding prediction and bidirectional Mamba learns diagnostic ECG representations without labeled data, outperforming prior baselines ...