Search Results for author: Beril Besbinar

Found 2 papers, 1 papers with code

A Structured Dictionary Perspective on Implicit Neural Representations

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.

Dictionary Learning Inductive Bias +2

Self-Supervision by Prediction for Object Discovery in Videos

no code implementations9 Mar 2021 Beril Besbinar, Pascal Frossard

Despite their irresistible success, deep learning algorithms still heavily rely on annotated data.

Inductive Bias Object +4

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