no code implementations • NeurIPS 2023 • Alexandru Ţifrea, Gizem Yüce, Amartya Sanyal, Fanny Yang
Prior works have shown that semi-supervised learning algorithms can leverage unlabeled data to improve over the labeled sample complexity of supervised learning (SL) algorithms.
1 code implementation • CVPR 2022 • Gizem Yüce, Guillermo Ortiz-Jiménez, Beril Besbinar, Pascal Frossard
Leveraging results from harmonic analysis and deep learning theory, we show that most INR families are analogous to structured signal dictionaries whose atoms are integer harmonics of the set of initial mapping frequencies.